Pandas Profiling Report

Dataset statistics

Number of variables	88
Number of observations	404571
Missing cells	1425598
Missing cells (%)	4.0%
Total size in memory	271.6 MiB
Average record size in memory	704.0 B

Variable types

Numeric	75
Text	13

Alerts

`vlan_id` has constant value ""	Constant
`bidirectional_cwr_packets` has constant value ""	Constant
`bidirectional_ece_packets` has constant value ""	Constant
`bidirectional_urg_packets` has constant value ""	Constant
`src2dst_cwr_packets` has constant value ""	Constant
`src2dst_ece_packets` has constant value ""	Constant
`src2dst_urg_packets` has constant value ""	Constant
`dst2src_cwr_packets` has constant value ""	Constant
`dst2src_ece_packets` has constant value ""	Constant
`dst2src_urg_packets` has constant value ""	Constant
`label` has constant value ""	Constant
`requested_server_name` has 29634 (7.3%) missing values	Missing
`client_fingerprint` has 334965 (82.8%) missing values	Missing
`server_fingerprint` has 335220 (82.9%) missing values	Missing
`user_agent` has 360975 (89.2%) missing values	Missing
`content_type` has 364804 (90.2%) missing values	Missing
`expiration_id` is highly skewed (γ1 = 59.28773098)	Skewed
`ip_version` is highly skewed (γ1 = 29.70325545)	Skewed
`tunnel_id` is highly skewed (γ1 = 449.759936)	Skewed
`bidirectional_packets` is highly skewed (γ1 = 270.1217905)	Skewed
`bidirectional_bytes` is highly skewed (γ1 = 287.838145)	Skewed
`src2dst_packets` is highly skewed (γ1 = 383.4434809)	Skewed
`src2dst_bytes` is highly skewed (γ1 = 417.4640014)	Skewed
`dst2src_packets` is highly skewed (γ1 = 276.6955355)	Skewed
`dst2src_bytes` is highly skewed (γ1 = 338.7406119)	Skewed
`bidirectional_min_piat_ms` is highly skewed (γ1 = 107.5716106)	Skewed
`bidirectional_ack_packets` is highly skewed (γ1 = 317.0454919)	Skewed
`bidirectional_psh_packets` is highly skewed (γ1 = 308.397628)	Skewed
`bidirectional_rst_packets` is highly skewed (γ1 = 59.96230729)	Skewed
`src2dst_ack_packets` is highly skewed (γ1 = 454.7169798)	Skewed
`src2dst_psh_packets` is highly skewed (γ1 = 255.1348783)	Skewed
`src2dst_rst_packets` is highly skewed (γ1 = 86.02218879)	Skewed
`dst2src_ack_packets` is highly skewed (γ1 = 317.761118)	Skewed
`dst2src_psh_packets` is highly skewed (γ1 = 334.7878987)	Skewed
`dst2src_rst_packets` is highly skewed (γ1 = 40.00271573)	Skewed
`expiration_id` has 404456 (> 99.9%) zeros	Zeros
`vlan_id` has 404571 (100.0%) zeros	Zeros
`tunnel_id` has 404569 (> 99.9%) zeros	Zeros
`src2dst_duration_ms` has 249230 (61.6%) zeros	Zeros
`dst2src_first_seen_ms` has 4514 (1.1%) zeros	Zeros
`dst2src_last_seen_ms` has 4514 (1.1%) zeros	Zeros
`dst2src_duration_ms` has 241966 (59.8%) zeros	Zeros
`dst2src_packets` has 4514 (1.1%) zeros	Zeros
`dst2src_bytes` has 4514 (1.1%) zeros	Zeros
`bidirectional_stddev_ps` has 4519 (1.1%) zeros	Zeros
`src2dst_stddev_ps` has 259503 (64.1%) zeros	Zeros
`dst2src_min_ps` has 4514 (1.1%) zeros	Zeros
`dst2src_mean_ps` has 4514 (1.1%) zeros	Zeros
`dst2src_stddev_ps` has 234524 (58.0%) zeros	Zeros
`dst2src_max_ps` has 4514 (1.1%) zeros	Zeros
`bidirectional_min_piat_ms` has 149584 (37.0%) zeros	Zeros
`bidirectional_stddev_piat_ms` has 224911 (55.6%) zeros	Zeros
`src2dst_min_piat_ms` has 306451 (75.7%) zeros	Zeros
`src2dst_mean_piat_ms` has 249230 (61.6%) zeros	Zeros
`src2dst_stddev_piat_ms` has 261625 (64.7%) zeros	Zeros
`src2dst_max_piat_ms` has 249230 (61.6%) zeros	Zeros
`dst2src_min_piat_ms` has 337620 (83.5%) zeros	Zeros
`dst2src_mean_piat_ms` has 241966 (59.8%) zeros	Zeros
`dst2src_stddev_piat_ms` has 272321 (67.3%) zeros	Zeros
`dst2src_max_piat_ms` has 241966 (59.8%) zeros	Zeros
`bidirectional_syn_packets` has 264599 (65.4%) zeros	Zeros
`bidirectional_cwr_packets` has 404571 (100.0%) zeros	Zeros
`bidirectional_ece_packets` has 404571 (100.0%) zeros	Zeros
`bidirectional_urg_packets` has 404571 (100.0%) zeros	Zeros
`bidirectional_ack_packets` has 265051 (65.5%) zeros	Zeros
`bidirectional_psh_packets` has 288903 (71.4%) zeros	Zeros
`bidirectional_rst_packets` has 374384 (92.5%) zeros	Zeros
`bidirectional_fin_packets` has 268274 (66.3%) zeros	Zeros
`src2dst_syn_packets` has 264600 (65.4%) zeros	Zeros
`src2dst_cwr_packets` has 404571 (100.0%) zeros	Zeros
`src2dst_ece_packets` has 404571 (100.0%) zeros	Zeros
`src2dst_urg_packets` has 404571 (100.0%) zeros	Zeros
`src2dst_ack_packets` has 266380 (65.8%) zeros	Zeros
`src2dst_psh_packets` has 289591 (71.6%) zeros	Zeros
`src2dst_rst_packets` has 379516 (93.8%) zeros	Zeros
`src2dst_fin_packets` has 270708 (66.9%) zeros	Zeros
`dst2src_syn_packets` has 268137 (66.3%) zeros	Zeros
`dst2src_cwr_packets` has 404571 (100.0%) zeros	Zeros
`dst2src_ece_packets` has 404571 (100.0%) zeros	Zeros
`dst2src_urg_packets` has 404571 (100.0%) zeros	Zeros
`dst2src_ack_packets` has 265099 (65.5%) zeros	Zeros
`dst2src_psh_packets` has 290033 (71.7%) zeros	Zeros
`dst2src_rst_packets` has 388555 (96.0%) zeros	Zeros
`dst2src_fin_packets` has 274830 (67.9%) zeros	Zeros
`application_is_guessed` has 380188 (94.0%) zeros	Zeros
`label` has 404571 (100.0%) zeros	Zeros

Reproduction

Analysis started	2023-06-15 15:24:35.721045
Analysis finished	2023-06-15 15:24:48.065737
Duration	12.34 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

Distinct	74530
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23383.64923

Minimum	0
Maximum	74529
Zeros	18
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1208
Q1	7165
median	18155
Q3	36150
95-th percentile	62364.5
Maximum	74529
Range	74529
Interquartile range (IQR)	28985

Descriptive statistics

Standard deviation	19147.53503
Coefficient of variation (CV)	0.8188428949
Kurtosis	-0.3880399155
Mean	23383.64923
Median Absolute Deviation (MAD)	12873
Skewness	0.7785424136
Sum	9460346352
Variance	366628097.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	< 0.1%
24	18	< 0.1%
26	18	< 0.1%
27	18	< 0.1%
28	18	< 0.1%
29	18	< 0.1%
30	18	< 0.1%
31	18	< 0.1%
32	18	< 0.1%
33	18	< 0.1%
Other values (74520)	404391	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18	< 0.1%
1	18	< 0.1%
2	18	< 0.1%
3	18	< 0.1%
4	18	< 0.1%

Value	Count	Frequency (%)
74529	1	< 0.1%
74528	1	< 0.1%
74527	1	< 0.1%
74526	1	< 0.1%
74525	1	< 0.1%

id
Real number (ℝ)

Distinct	74530
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23383.64923

Minimum	0
Maximum	74529
Zeros	18
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1208
Q1	7165
median	18155
Q3	36150
95-th percentile	62364.5
Maximum	74529
Range	74529
Interquartile range (IQR)	28985

Descriptive statistics

Standard deviation	19147.53503
Coefficient of variation (CV)	0.8188428949
Kurtosis	-0.3880399155
Mean	23383.64923
Median Absolute Deviation (MAD)	12873
Skewness	0.7785424136
Sum	9460346352
Variance	366628097.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	< 0.1%
24	18	< 0.1%
26	18	< 0.1%
27	18	< 0.1%
28	18	< 0.1%
29	18	< 0.1%
30	18	< 0.1%
31	18	< 0.1%
32	18	< 0.1%
33	18	< 0.1%
Other values (74520)	404391	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18	< 0.1%
1	18	< 0.1%
2	18	< 0.1%
3	18	< 0.1%
4	18	< 0.1%

Value	Count	Frequency (%)
74529	1	< 0.1%
74528	1	< 0.1%
74527	1	< 0.1%
74526	1	< 0.1%
74525	1	< 0.1%

expiration_id
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0002842517135

Minimum	0
Maximum	1
Zeros	404456
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01685739057
Coefficient of variation (CV)	59.30444662
Kurtosis	3513.052412
Mean	0.0002842517135
Median Absolute Deviation (MAD)	0
Skewness	59.28773098
Sum	115
Variance	0.0002841716169
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	404456	> 99.9%
1	115	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404456	> 99.9%
1	115	< 0.1%

Value	Count	Frequency (%)
1	115	< 0.1%
0	404456	> 99.9%

src_ip
Text

Distinct	810
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	35
Median length	9
Mean length	9.866577189
Min length	2

Characters and Unicode

Total characters	3991731
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	340 ?
Unique (%)	0.1%

Sample

1st row	fe80::69dd:e614:2b2:dfd0
2nd row	::
3rd row	fe80::69dd:e614:2b2:dfd0
4th row	0.0.0.0
5th row	10.0.2.2

Value	Count	Frequency (%)
10.0.2.15	311169	76.9%
192.168.1.191	81248	20.1%
10.0.0.46	5096	1.3%
10.0.0.34	1787	0.4%
147.32.83.53	853	0.2%
192.168.33.254	729	0.2%
192.168.1.254	650	0.2%
fe80::69dd:e614:2b2:dfd0	332	0.1%
192.168.1.147	87	< 0.1%
192.168.1.111	75	< 0.1%
Other values (800)	2545	0.6%

Most occurring characters

Value	Count	Frequency (%)
.	1212342	30.4%
1	1047008	26.2%
0	645419	16.2%
2	401506	10.1%
5	315516	7.9%
9	165995	4.2%
6	90377	2.3%
8	85496	2.1%
4	11272	0.3%
3	7893	0.2%
Other values (8)	8907	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2773104	69.5%
Other Punctuation	1214580	30.4%
Lowercase Letter	4047	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1047008	37.8%
0	645419	23.3%
2	401506	14.5%
5	315516	11.4%
9	165995	6.0%
6	90377	3.3%
8	85496	3.1%
4	11272	0.4%
3	7893	0.3%
7	2622	0.1%

Lowercase Letter

Value	Count	Frequency (%)
d	1492	36.9%
f	950	23.5%
e	844	20.9%
b	476	11.8%
a	186	4.6%
c	99	2.4%

Other Punctuation

Value	Count	Frequency (%)
.	1212342	99.8%
:	2238	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	3987684	99.9%
Latin	4047	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1212342	30.4%
1	1047008	26.3%
0	645419	16.2%
2	401506	10.1%
5	315516	7.9%
9	165995	4.2%
6	90377	2.3%
8	85496	2.1%
4	11272	0.3%
3	7893	0.2%
Other values (2)	4860	0.1%

Latin

Value	Count	Frequency (%)
d	1492	36.9%
f	950	23.5%
e	844	20.9%
b	476	11.8%
a	186	4.6%
c	99	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3991731	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1212342	30.4%
1	1047008	26.2%
0	645419	16.2%
2	401506	10.1%
5	315516	7.9%
9	165995	4.2%
6	90377	2.3%
8	85496	2.1%
4	11272	0.3%
3	7893	0.2%
Other values (8)	8907	0.2%

src_mac
Text

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	6877707
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	08:00:27:a3:83:43
2nd row	08:00:27:a3:83:43
3rd row	08:00:27:a3:83:43
4th row	08:00:27:a3:83:43
5th row	52:54:00:12:35:02

Value	Count	Frequency (%)
08:00:27:a3:83:43	311523	77.0%
60:6c:66:cb:78:61	81248	20.1%
78:e4:00:6c:39:cd	6883	1.7%
00:13:33:b0:18:50	3381	0.8%
b8:ac:6f:6d:5a:f5	853	0.2%
38:72:c0:5e:6b:22	218	0.1%
d0:53:49:1b:0c:90	118	< 0.1%
2c:6e:85:56:dd:b7	85	< 0.1%
40:b8:9a:44:0e:0d	74	< 0.1%
08:00:27:e1:e3:8a	43	< 0.1%
Other values (7)	145	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
:	2022855	29.4%
0	1044227	15.2%
3	952075	13.8%
8	715885	10.4%
6	415296	6.0%
7	400203	5.8%
4	318982	4.6%
a	313409	4.6%
2	312430	4.5%
c	177590	2.6%
Other values (7)	204755	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4260419	61.9%
Other Punctuation	2022855	29.4%
Lowercase Letter	594433	8.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1044227	24.5%
3	952075	22.3%
8	715885	16.8%
6	415296	9.7%
7	400203	9.4%
4	318982	7.5%
2	312430	7.3%
1	88275	2.1%
9	7255	0.2%
5	5791	0.1%

Lowercase Letter

Value	Count	Frequency (%)
a	313409	52.7%
c	177590	29.9%
b	86027	14.5%
d	8278	1.4%
e	7377	1.2%
f	1752	0.3%

Other Punctuation

Value	Count	Frequency (%)
:	2022855	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6283274	91.4%
Latin	594433	8.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	2022855	32.2%
0	1044227	16.6%
3	952075	15.2%
8	715885	11.4%
6	415296	6.6%
7	400203	6.4%
4	318982	5.1%
2	312430	5.0%
1	88275	1.4%
9	7255	0.1%

Latin

Value	Count	Frequency (%)
a	313409	52.7%
c	177590	29.9%
b	86027	14.5%
d	8278	1.4%
e	7377	1.2%
f	1752	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6877707	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	2022855	29.4%
0	1044227	15.2%
3	952075	13.8%
8	715885	10.4%
6	415296	6.0%
7	400203	5.8%
4	318982	4.6%
a	313409	4.6%
2	312430	4.5%
c	177590	2.6%
Other values (7)	204755	3.0%

src_oui
Text

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	3236568
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	08:00:27
2nd row	08:00:27
3rd row	08:00:27
4th row	08:00:27
5th row	52:54:00

Value	Count	Frequency (%)
08:00:27	311566	77.0%
60:6c:66	81248	20.1%
78:e4:00	6883	1.7%
00:13:33	3381	0.8%
b8:ac:6f	853	0.2%
38:72:c0	218	0.1%
d0:53:49	118	< 0.1%
2c:6e:85	85	< 0.1%
40:b8:9a	74	< 0.1%
44:6d:57	42	< 0.1%
Other values (6)	103	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1037007	32.0%
:	809142	25.0%
6	325978	10.1%
8	319690	9.9%
7	318744	9.8%
2	311930	9.6%
c	82416	2.5%
3	10486	0.3%
4	7226	0.2%
e	6999	0.2%
Other values (7)	6950	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2335073	72.1%
Other Punctuation	809142	25.0%
Lowercase Letter	92353	2.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1037007	44.4%
6	325978	14.0%
8	319690	13.7%
7	318744	13.7%
2	311930	13.4%
3	10486	0.4%
4	7226	0.3%
1	3449	0.1%
5	371	< 0.1%
9	192	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
c	82416	89.2%
e	6999	7.6%
a	959	1.0%
b	927	1.0%
f	853	0.9%
d	199	0.2%

Other Punctuation

Value	Count	Frequency (%)
:	809142	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3144215	97.1%
Latin	92353	2.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1037007	33.0%
:	809142	25.7%
6	325978	10.4%
8	319690	10.2%
7	318744	10.1%
2	311930	9.9%
3	10486	0.3%
4	7226	0.2%
1	3449	0.1%
5	371	< 0.1%

Latin

Value	Count	Frequency (%)
c	82416	89.2%
e	6999	7.6%
a	959	1.0%
b	927	1.0%
f	853	0.9%
d	199	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3236568	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1037007	32.0%
:	809142	25.0%
6	325978	10.1%
8	319690	9.9%
7	318744	9.8%
2	311930	9.6%
c	82416	2.5%
3	10486	0.3%
4	7226	0.2%
e	6999	0.2%
Other values (7)	6950	0.2%

src_port
Real number (ℝ)

Distinct	30884
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54115.22687

Minimum	0
Maximum	65535
Zeros	402
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	37992
Q1	50860
median	55219
Q3	59646
95-th percentile	64223
Maximum	65535
Range	65535
Interquartile range (IQR)	8786

Descriptive statistics

Standard deviation	8734.361129
Coefficient of variation (CV)	0.1614030216
Kurtosis	12.06693039
Mean	54115.22687
Median Absolute Deviation (MAD)	4391
Skewness	-2.573274957
Sum	2.189345145 × 10¹⁰
Variance	76289064.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59370	2112	0.5%
80	1496	0.4%
53	729	0.2%
443	531	0.1%
0	402	0.1%
546	304	0.1%
137	62	< 0.1%
49210	50	< 0.1%
49328	47	< 0.1%
49260	46	< 0.1%
Other values (30874)	398792	98.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	402	0.1%
53	729	0.2%
67	18	< 0.1%
68	33	< 0.1%
80	1496	0.4%

Value	Count	Frequency (%)
65535	11	< 0.1%
65534	15	< 0.1%
65533	10	< 0.1%
65532	12	< 0.1%
65531	16	< 0.1%

dst_ip
Text

Distinct	11785
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	35
Median length	14
Mean length	13.53449456
Min length	7

Characters and Unicode

Total characters	5475664
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2064 ?
Unique (%)	0.5%

Sample

1st row	ff02::16
2nd row	ff02::1:ffb2:dfd0
3rd row	ff02::2
4th row	255.255.255.255
5th row	10.0.2.15

Value	Count	Frequency (%)
192.168.33.254	242131	59.8%
208.91.112.53	12944	3.2%
8.8.8.8	3776	0.9%
23.51.123.27	3411	0.8%
192.168.1.191	2731	0.7%
93.184.220.29	1390	0.3%
172.217.23.238	1276	0.3%
178.255.83.1	1136	0.3%
173.241.240.143	1030	0.3%
173.241.240.220	931	0.2%
Other values (11775)	133815	33.1%

Most occurring characters

Value	Count	Frequency (%)
.	1212342	22.1%
1	864901	15.8%
2	782794	14.3%
3	624104	11.4%
5	382152	7.0%
4	355241	6.5%
8	352257	6.4%
9	349825	6.4%
6	329696	6.0%
0	113460	2.1%
Other values (8)	108892	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4260828	77.8%
Other Punctuation	1213680	22.2%
Lowercase Letter	1156	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	864901	20.3%
2	782794	18.4%
3	624104	14.6%
5	382152	9.0%
4	355241	8.3%
8	352257	8.3%
9	349825	8.2%
6	329696	7.7%
0	113460	2.7%
7	106398	2.5%

Lowercase Letter

Value	Count	Frequency (%)
f	973	84.2%
d	67	5.8%
b	62	5.4%
a	31	2.7%
c	17	1.5%
e	6	0.5%

Other Punctuation

Value	Count	Frequency (%)
.	1212342	99.9%
:	1338	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	5474508	> 99.9%
Latin	1156	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1212342	22.1%
1	864901	15.8%
2	782794	14.3%
3	624104	11.4%
5	382152	7.0%
4	355241	6.5%
8	352257	6.4%
9	349825	6.4%
6	329696	6.0%
0	113460	2.1%
Other values (2)	107736	2.0%

Latin

Value	Count	Frequency (%)
f	973	84.2%
d	67	5.8%
b	62	5.4%
a	31	2.7%
c	17	1.5%
e	6	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5475664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1212342	22.1%
1	864901	15.8%
2	782794	14.3%
3	624104	11.4%
5	382152	7.0%
4	355241	6.5%
8	352257	6.4%
9	349825	6.4%
6	329696	6.0%
0	113460	2.1%
Other values (8)	108892	2.0%

dst_mac
Text

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	6877707
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	33:33:00:00:00:16
2nd row	33:33:ff:b2:df:d0
3rd row	33:33:00:00:00:02
4th row	ff:ff:ff:ff:ff:ff
5th row	08:00:27:a3:83:43

Value	Count	Frequency (%)
52:54:00:12:35:02	311076	76.9%
00:13:33:b0:18:50	81248	20.1%
38:72:c0:5e:6b:22	6881	1.7%
60:6c:66:cb:78:61	2731	0.7%
00:16:47:f6:2b:d2	853	0.2%
01:00:5e:7f:ff:fa	851	0.2%
33:33:00:01:00:02	304	0.1%
78:e4:00:6c:39:cd	219	0.1%
ff:ff:ff:ff:ff:ff	109	< 0.1%
33:33:00:01:00:03	42	< 0.1%
Other values (14)	257	0.1%

Most occurring characters

Value	Count	Frequency (%)
:	2022855	29.4%
0	1275856	18.6%
5	1022335	14.9%
2	955988	13.9%
3	563846	8.2%
1	478529	7.0%
4	312212	4.5%
b	91779	1.3%
8	91181	1.3%
6	22576	0.3%
Other values (7)	40550	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4734370	68.8%
Other Punctuation	2022855	29.4%
Lowercase Letter	120482	1.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1275856	26.9%
5	1022335	21.6%
2	955988	20.2%
3	563846	11.9%
1	478529	10.1%
4	312212	6.6%
8	91181	1.9%
6	22576	0.5%
7	11596	0.2%
9	251	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
b	91779	76.2%
c	12883	10.7%
e	8043	6.7%
f	5743	4.8%
d	1137	0.9%
a	897	0.7%

Other Punctuation

Value	Count	Frequency (%)
:	2022855	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6757225	98.2%
Latin	120482	1.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	2022855	29.9%
0	1275856	18.9%
5	1022335	15.1%
2	955988	14.1%
3	563846	8.3%
1	478529	7.1%
4	312212	4.6%
8	91181	1.3%
6	22576	0.3%
7	11596	0.2%

Latin

Value	Count	Frequency (%)
b	91779	76.2%
c	12883	10.7%
e	8043	6.7%
f	5743	4.8%
d	1137	0.9%
a	897	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6877707	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	2022855	29.4%
0	1275856	18.6%
5	1022335	14.9%
2	955988	13.9%
3	563846	8.2%
1	478529	7.0%
4	312212	4.5%
b	91779	1.3%
8	91181	1.3%
6	22576	0.3%
Other values (7)	40550	0.6%

dst_oui
Text

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	3236568
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	33:33:00
2nd row	33:33:ff
3rd row	33:33:00
4th row	ff:ff:ff
5th row	08:00:27

Value	Count	Frequency (%)
52:54:00	311076	76.9%
00:13:33	81248	20.1%
38:72:c0	6881	1.7%
60:6c:66	2731	0.7%
01:00:5e	935	0.2%
00:16:47	853	0.2%
33:33:00	422	0.1%
78:e4:00	219	0.1%
ff:ff:ff	109	< 0.1%
08:00:27	34	< 0.1%
Other values (4)	63	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
:	809142	25.0%
0	800161	24.7%
5	623130	19.3%
2	317991	9.8%
4	312148	9.6%
3	252385	7.8%
1	83066	2.6%
6	11837	0.4%
c	9642	0.3%
7	8000	0.2%
Other values (6)	9066	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2415882	74.6%
Other Punctuation	809142	25.0%
Lowercase Letter	11544	0.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	800161	33.1%
5	623130	25.8%
2	317991	13.2%
4	312148	12.9%
3	252385	10.4%
1	83066	3.4%
6	11837	0.5%
7	8000	0.3%
8	7162	0.3%
9	2	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
c	9642	83.5%
e	1154	10.0%
f	720	6.2%
d	26	0.2%
b	2	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
:	809142	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3225024	99.6%
Latin	11544	0.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	809142	25.1%
0	800161	24.8%
5	623130	19.3%
2	317991	9.9%
4	312148	9.7%
3	252385	7.8%
1	83066	2.6%
6	11837	0.4%
7	8000	0.2%
8	7162	0.2%

Latin

Value	Count	Frequency (%)
c	9642	83.5%
e	1154	10.0%
f	720	6.2%
d	26	0.2%
b	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3236568	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	809142	25.0%
0	800161	24.7%
5	623130	19.3%
2	317991	9.8%
4	312148	9.6%
3	252385	7.8%
1	83066	2.6%
6	11837	0.4%
c	9642	0.3%
7	8000	0.2%
Other values (6)	9066	0.3%

dst_port
Real number (ℝ)

Distinct	3395
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	677.7593649

Minimum	0
Maximum	65502
Zeros	402
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	53
Q1	53
median	53
Q3	80
95-th percentile	443
Maximum	65502
Range	65502
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	4980.907592
Coefficient of variation (CV)	7.349079703
Kurtosis	94.32535489
Mean	677.7593649
Median Absolute Deviation (MAD)	0
Skewness	9.616413192
Sum	274201784
Variance	24809440.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	259919	64.2%
443	70776	17.5%
80	66433	16.4%
1900	851	0.2%
0	402	0.1%
547	304	0.1%
54081	178	< 0.1%
6881	142	< 0.1%
51413	138	< 0.1%
5355	84	< 0.1%
Other values (3385)	5344	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	402	0.1%
7	1	< 0.1%
22	1	< 0.1%
53	259919	64.2%
67	33	< 0.1%

Value	Count	Frequency (%)
65502	1	< 0.1%
65173	2	< 0.1%
65035	2	< 0.1%
64964	2	< 0.1%
64913	2	< 0.1%

protocol
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.18426679

Minimum	1
Maximum	58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	6
median	17
Q3	17
95-th percentile	17
Maximum	58
Range	57
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	5.278939051
Coefficient of variation (CV)	0.400396862
Kurtosis	-0.6608469047
Mean	13.18426679
Median Absolute Deviation (MAD)	0
Skewness	-0.5245858032
Sum	5333972
Variance	27.86719751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
17	264029	65.3%
6	140140	34.6%
1	309	0.1%
58	74	< 0.1%
2	19	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	309	0.1%
2	19	< 0.1%
6	140140	34.6%
17	264029	65.3%
58	74	< 0.1%

Value	Count	Frequency (%)
58	74	< 0.1%
17	264029	65.3%
6	140140	34.6%
2	19	< 0.1%
1	309	0.1%

ip_version
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.002259183

Minimum	4
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	4
median	4
Q3	4
95-th percentile	4
Maximum	6
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06718090216
Coefficient of variation (CV)	0.01678574502
Kurtosis	880.2877361
Mean	4.002259183
Median Absolute Deviation (MAD)	0
Skewness	29.70325545
Sum	1619198
Variance	0.004513273615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
4	404114	99.9%
6	457	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	404114	99.9%
6	457	0.1%

Value	Count	Frequency (%)
6	457	0.1%
4	404114	99.9%

vlan_id
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

tunnel_id
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.483052418 × 10^-5

Minimum	0
Maximum	3
Zeros	404569
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.006670192095
Coefficient of variation (CV)	449.7610477
Kurtosis	202283
Mean	1.483052418 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	449.759936
Sum	6
Variance	4.449146258 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	404569	> 99.9%
3	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404569	> 99.9%
3	2	< 0.1%

Value	Count	Frequency (%)
3	2	< 0.1%
0	404569	> 99.9%

bidirectional_first_seen_ms
Real number (ℝ)

Distinct	363825
Distinct (%)	89.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.413396589 × 10¹¹

Minimum	7392
Maximum	1.493732977 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	7392
5-th percentile	720695.5
Q1	3551851
median	7926695
Q3	14573584.5
95-th percentile	1.493731409 × 10¹²
Maximum	1.493732977 × 10¹²
Range	1.493732969 × 10¹²
Interquartile range (IQR)	11021733.5

Descriptive statistics

Standard deviation	6.250333142 × 10¹¹
Coefficient of variation (CV)	1.831118353
Kurtosis	-0.3437370881
Mean	3.413396589 × 10¹¹
Median Absolute Deviation (MAD)	5116022
Skewness	1.286071954
Sum	1.380961272 × 10¹⁷
Variance	3.906666439 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.493730733 × 10¹²	28	< 0.1%
1.493730732 × 10¹²	28	< 0.1%
1.493729245 × 10¹²	27	< 0.1%
1.493731159 × 10¹²	26	< 0.1%
1.49373175 × 10¹²	26	< 0.1%
1.493730983 × 10¹²	24	< 0.1%
1.493731092 × 10¹²	23	< 0.1%
1.493729262 × 10¹²	23	< 0.1%
1.493730652 × 10¹²	23	< 0.1%
1.493729261 × 10¹²	22	< 0.1%
Other values (363815)	404321	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7392	1	< 0.1%
8122	1	< 0.1%
13080	1	< 0.1%
13100	1	< 0.1%
13121	1	< 0.1%

Value	Count	Frequency (%)
1.493732977 × 10¹²	1	< 0.1%
1.493732973 × 10¹²	1	< 0.1%
1.493732972 × 10¹²	1	< 0.1%
1.493732961 × 10¹²	1	< 0.1%
1.49373296 × 10¹²	1	< 0.1%

bidirectional_last_seen_ms
Real number (ℝ)

Distinct	371747
Distinct (%)	91.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4133968 × 10¹¹

Minimum	13099
Maximum	1.49373298 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	13099
5-th percentile	733894
Q1	3573582
median	7942800
Q3	14591577
95-th percentile	1.493731424 × 10¹²
Maximum	1.49373298 × 10¹²
Range	1.493732967 × 10¹²
Interquartile range (IQR)	11017995

Descriptive statistics

Standard deviation	6.250333122 × 10¹¹
Coefficient of variation (CV)	1.831118234
Kurtosis	-0.3437370878
Mean	3.4133968 × 10¹¹
Median Absolute Deviation (MAD)	5118336
Skewness	1.286071954
Sum	1.380961357 × 10¹⁷
Variance	3.906666413 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.493728105 × 10¹²	21	< 0.1%
1.493728071 × 10¹²	17	< 0.1%
1.493728087 × 10¹²	16	< 0.1%
1.493731028 × 10¹²	15	< 0.1%
1.493728072 × 10¹²	14	< 0.1%
1.493727927 × 10¹²	14	< 0.1%
1.493730788 × 10¹²	12	< 0.1%
1.38731541 × 10¹²	12	< 0.1%
1.493730472 × 10¹²	12	< 0.1%
1.493727927 × 10¹²	12	< 0.1%
Other values (371737)	404426	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13099	1	< 0.1%
13119	1	< 0.1%
13139	1	< 0.1%
13158	1	< 0.1%
14160	1	< 0.1%

Value	Count	Frequency (%)
1.49373298 × 10¹²	1	< 0.1%
1.493732979 × 10¹²	1	< 0.1%
1.493732973 × 10¹²	1	< 0.1%
1.493732973 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%

bidirectional_duration_ms
Real number (ℝ)

Distinct	60853
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21054.90697

Minimum	0
Maximum	1799996
Zeros	2207
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	25
median	60
Q3	5925
95-th percentile	127545.5
Maximum	1799996
Range	1799996
Interquartile range (IQR)	5900

Descriptive statistics

Standard deviation	69043.92114
Coefficient of variation (CV)	3.279231832
Kurtosis	187.7207372
Mean	21054.90697
Median Absolute Deviation (MAD)	50
Skewness	10.03186614
Sum	8518204767
Variance	4767063047
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	6112	1.5%
24	6098	1.5%
23	6095	1.5%
26	5985	1.5%
27	5853	1.4%
22	5780	1.4%
21	5741	1.4%
28	5729	1.4%
29	5591	1.4%
20	5518	1.4%
Other values (60843)	346069	85.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2207	0.5%
1	224	0.1%
2	48	< 0.1%
3	805	0.2%
4	1023	0.3%

Value	Count	Frequency (%)
1799996	1	< 0.1%
1799972	1	< 0.1%
1799686	1	< 0.1%
1799574	1	< 0.1%
1799507	1	< 0.1%

bidirectional_packets
Real number (ℝ)

Distinct	1768
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.73725007

Minimum	1
Maximum	392213
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	2
Q3	15
95-th percentile	76
Maximum	392213
Range	392212
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	975.9729192
Coefficient of variation (CV)	32.81987799
Kurtosis	88796.09903
Mean	29.73725007
Median Absolute Deviation (MAD)	0
Skewness	270.1217905
Sum	12030829
Variance	952523.139
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	223110	55.1%
4	34370	8.5%
7	13734	3.4%
6	7752	1.9%
33	4724	1.2%
14	3997	1.0%
21	3778	0.9%
24	3698	0.9%
18	3642	0.9%
22	3601	0.9%
Other values (1758)	102165	25.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1782	0.4%
2	223110	55.1%
3	3512	0.9%
4	34370	8.5%
5	2208	0.5%

Value	Count	Frequency (%)
392213	1	< 0.1%
275466	1	< 0.1%
184518	2	< 0.1%
124890	2	< 0.1%
110611	2	< 0.1%

bidirectional_bytes
Real number (ℝ)

Distinct	41062
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19777.9664

Minimum	54
Maximum	424668890
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	54
5-th percentile	180
Q1	258
median	408
Q3	2244
95-th percentile	33307.5
Maximum	424668890
Range	424668836
Interquartile range (IQR)	1986

Descriptive statistics

Standard deviation	1012961.368
Coefficient of variation (CV)	51.21665933
Kurtosis	101909.6272
Mean	19777.9664
Median Absolute Deviation (MAD)	191
Skewness	287.838145
Sum	8001591646
Variance	1.026090732 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
394	6812	1.7%
408	6429	1.6%
390	5950	1.5%
320	4443	1.1%
228	4203	1.0%
225	4142	1.0%
166	4089	1.0%
313	3766	0.9%
188	3608	0.9%
331	3536	0.9%
Other values (41052)	357593	88.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	5	< 0.1%
62	16	< 0.1%
66	6	< 0.1%
68	1	< 0.1%
69	2	< 0.1%

Value	Count	Frequency (%)
424668890	1	< 0.1%
307383769	1	< 0.1%
148005382	2	< 0.1%
128190733	2	< 0.1%
110825666	2	< 0.1%

src2dst_first_seen_ms
Real number (ℝ)

Distinct	363825
Distinct (%)	89.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.413396589 × 10¹¹

Minimum	7392
Maximum	1.493732977 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	7392
5-th percentile	720695.5
Q1	3551851
median	7926695
Q3	14573584.5
95-th percentile	1.493731409 × 10¹²
Maximum	1.493732977 × 10¹²
Range	1.493732969 × 10¹²
Interquartile range (IQR)	11021733.5

Descriptive statistics

Standard deviation	6.250333142 × 10¹¹
Coefficient of variation (CV)	1.831118353
Kurtosis	-0.3437370881
Mean	3.413396589 × 10¹¹
Median Absolute Deviation (MAD)	5116022
Skewness	1.286071954
Sum	1.380961272 × 10¹⁷
Variance	3.906666439 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.493730733 × 10¹²	28	< 0.1%
1.493730732 × 10¹²	28	< 0.1%
1.493729245 × 10¹²	27	< 0.1%
1.493731159 × 10¹²	26	< 0.1%
1.49373175 × 10¹²	26	< 0.1%
1.493730983 × 10¹²	24	< 0.1%
1.493731092 × 10¹²	23	< 0.1%
1.493729262 × 10¹²	23	< 0.1%
1.493730652 × 10¹²	23	< 0.1%
1.493729261 × 10¹²	22	< 0.1%
Other values (363815)	404321	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7392	1	< 0.1%
8122	1	< 0.1%
13080	1	< 0.1%
13100	1	< 0.1%
13121	1	< 0.1%

Value	Count	Frequency (%)
1.493732977 × 10¹²	1	< 0.1%
1.493732973 × 10¹²	1	< 0.1%
1.493732972 × 10¹²	1	< 0.1%
1.493732961 × 10¹²	1	< 0.1%
1.49373296 × 10¹²	1	< 0.1%

src2dst_last_seen_ms
Real number (ℝ)

Distinct	378068
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.413396799 × 10¹¹

Minimum	13080
Maximum	1.49373298 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	13080
5-th percentile	733788
Q1	3573554.5
median	7942800
Q3	14591561.5
95-th percentile	1.493731424 × 10¹²
Maximum	1.49373298 × 10¹²
Range	1.493732967 × 10¹²
Interquartile range (IQR)	11018007

Descriptive statistics

Standard deviation	6.250333121 × 10¹¹
Coefficient of variation (CV)	1.831118235
Kurtosis	-0.3437370878
Mean	3.413396799 × 10¹¹
Median Absolute Deviation (MAD)	5118351
Skewness	1.286071954
Sum	1.380961356 × 10¹⁷
Variance	3.906666413 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.49372988 × 10¹²	24	< 0.1%
1.493728105 × 10¹²	23	< 0.1%
1.493727967 × 10¹²	20	< 0.1%
1.493728803 × 10¹²	18	< 0.1%
1.49373094 × 10¹²	17	< 0.1%
1.49373094 × 10¹²	17	< 0.1%
1.493730737 × 10¹²	16	< 0.1%
1.387315073 × 10¹²	16	< 0.1%
1.493728087 × 10¹²	15	< 0.1%
1.493731028 × 10¹²	15	< 0.1%
Other values (378058)	404390	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13080	1	< 0.1%
13100	1	< 0.1%
13121	1	< 0.1%
13139	1	< 0.1%
14160	1	< 0.1%

Value	Count	Frequency (%)
1.49373298 × 10¹²	1	< 0.1%
1.493732979 × 10¹²	1	< 0.1%
1.493732973 × 10¹²	1	< 0.1%
1.493732973 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%

src2dst_duration_ms
Real number (ℝ)

Distinct	60719
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20980.71083

Minimum	0
Maximum	1799996
Zeros	249230
Zeros (%)	61.6%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5882
95-th percentile	127542.5
Maximum	1799996
Range	1799996
Interquartile range (IQR)	5882

Descriptive statistics

Standard deviation	69054.79629
Coefficient of variation (CV)	3.291346839
Kurtosis	187.6253696
Mean	20980.71083
Median Absolute Deviation (MAD)	0
Skewness	10.02889317
Sum	8488187163
Variance	4768564890
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	249230	61.6%
1	996	0.2%
102	83	< 0.1%
122	65	< 0.1%
103	64	< 0.1%
513	63	< 0.1%
512	59	< 0.1%
615	58	< 0.1%
1065	58	< 0.1%
1060	57	< 0.1%
Other values (60709)	153838	38.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	249230	61.6%
1	996	0.2%
2	36	< 0.1%
3	55	< 0.1%
4	46	< 0.1%

Value	Count	Frequency (%)
1799996	1	< 0.1%
1799972	1	< 0.1%
1799684	1	< 0.1%
1799574	1	< 0.1%
1799507	1	< 0.1%

src2dst_packets
Real number (ℝ)

Distinct	806
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.45363855

Minimum	1
Maximum	271835
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	8
95-th percentile	32
Maximum	271835
Range	271834
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	534.1533309
Coefficient of variation (CV)	46.63612605
Kurtosis	175735.0527
Mean	11.45363855
Median Absolute Deviation (MAD)	0
Skewness	383.4434809
Sum	4633810
Variance	285319.781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	223923	55.3%
2	37659	9.3%
4	21632	5.3%
10	8877	2.2%
17	8259	2.0%
11	7359	1.8%
8	7106	1.8%
9	6325	1.6%
7	6011	1.5%
12	5576	1.4%
Other values (796)	71844	17.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	223923	55.3%
2	37659	9.3%
3	3334	0.8%
4	21632	5.3%
5	3130	0.8%

Value	Count	Frequency (%)
271835	1	< 0.1%
97615	2	< 0.1%
91724	2	< 0.1%
37225	1	< 0.1%
36078	2	< 0.1%

src2dst_bytes
Real number (ℝ)

Distinct	14964
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3572.876266

Minimum	54
Maximum	383809522
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	54
5-th percentile	72
Q1	80
median	91
Q3	984
95-th percentile	4552.5
Maximum	383809522
Range	383809468
Interquartile range (IQR)	904

Descriptive statistics

Standard deviation	729417.4877
Coefficient of variation (CV)	204.1541417
Kurtosis	200119.2272
Mean	3572.876266
Median Absolute Deviation (MAD)	19
Skewness	417.4640014
Sum	1445482124
Variance	5.320498713 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75	15430	3.8%
82	13804	3.4%
76	13484	3.3%
84	12420	3.1%
80	12338	3.0%
83	11954	3.0%
78	11108	2.7%
86	10452	2.6%
72	10111	2.5%
87	10015	2.5%
Other values (14954)	283455	70.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	8	< 0.1%
62	16	< 0.1%
64	224	0.1%
65	94	< 0.1%
66	665	0.2%

Value	Count	Frequency (%)
383809522	1	< 0.1%
146054307	2	< 0.1%
111505374	2	< 0.1%
12644847	2	< 0.1%
5898809	1	< 0.1%

dst2src_first_seen_ms
Real number (ℝ)

Distinct	359336
Distinct (%)	88.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.289295513 × 10¹¹

Minimum	0
Maximum	1.493732961 × 10¹²
Zeros	4514
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	530639.5
Q1	3415493
median	7708827
Q3	14150112
95-th percentile	1.493731392 × 10¹²
Maximum	1.493732961 × 10¹²
Range	1.493732961 × 10¹²
Interquartile range (IQR)	10734619

Descriptive statistics

Standard deviation	6.172309094 × 10¹¹
Coefficient of variation (CV)	1.876483603
Kurtosis	-0.1904624945
Mean	3.289295513 × 10¹¹
Median Absolute Deviation (MAD)	5051409
Skewness	1.344473205
Sum	1.330753575 × 10¹⁷
Variance	3.809739955 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4514	1.1%
9849460	14	< 0.1%
1.493728184 × 10¹²	13	< 0.1%
1.49373113 × 10¹²	12	< 0.1%
1.493730924 × 10¹²	12	< 0.1%
1.493729117 × 10¹²	12	< 0.1%
1.493729386 × 10¹²	12	< 0.1%
756205	11	< 0.1%
10348770	11	< 0.1%
1.493731485 × 10¹²	11	< 0.1%
Other values (359326)	399949	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4514	1.1%
12401	1	< 0.1%
13099	1	< 0.1%
13119	1	< 0.1%
13139	1	< 0.1%

Value	Count	Frequency (%)
1.493732961 × 10¹²	1	< 0.1%
1.49373296 × 10¹²	2	< 0.1%
1.49373296 × 10¹²	1	< 0.1%
1.49373296 × 10¹²	1	< 0.1%
1.49373296 × 10¹²	1	< 0.1%

dst2src_last_seen_ms
Real number (ℝ)

Distinct	367107
Distinct (%)	90.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.289295719 × 10¹¹

Minimum	0
Maximum	1.493732969 × 10¹²
Zeros	4514
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	557971
Q1	3431459.5
median	7727368
Q3	14170702
95-th percentile	1.493731405 × 10¹²
Maximum	1.493732969 × 10¹²
Range	1.493732969 × 10¹²
Interquartile range (IQR)	10739242.5

Descriptive statistics

Standard deviation	6.172309075 × 10¹¹
Coefficient of variation (CV)	1.876483479
Kurtosis	-0.1904624941
Mean	3.289295719 × 10¹¹
Median Absolute Deviation (MAD)	5054081
Skewness	1.344473205
Sum	1.330753658 × 10¹⁷
Variance	3.809739932 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4514	1.1%
1.493731028 × 10¹²	15	< 0.1%
1.493730472 × 10¹²	12	< 0.1%
1.3873157 × 10¹²	10	< 0.1%
6917536	10	< 0.1%
1.493731296 × 10¹²	10	< 0.1%
1.493728797 × 10¹²	9	< 0.1%
1.493731049 × 10¹²	9	< 0.1%
1.493727074 × 10¹²	9	< 0.1%
13569002	9	< 0.1%
Other values (367097)	399964	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4514	1.1%
13099	1	< 0.1%
13119	1	< 0.1%
13139	1	< 0.1%
13158	1	< 0.1%

Value	Count	Frequency (%)
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	2	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%

dst2src_duration_ms
Real number (ℝ)

Distinct	59612
Distinct (%)	14.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20634.33134

Minimum	0
Maximum	1799314
Zeros	241966
Zeros (%)	59.8%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5648
95-th percentile	127183
Maximum	1799314
Range	1799314
Interquartile range (IQR)	5648

Descriptive statistics

Standard deviation	68277.36499
Coefficient of variation (CV)	3.308920646
Kurtosis	187.6492193
Mean	20634.33134
Median Absolute Deviation (MAD)	0
Skewness	9.977041339
Sum	8348052064
Variance	4661798570
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	241966	59.8%
1	5439	1.3%
2	1710	0.4%
3	1122	0.3%
4	826	0.2%
5	614	0.2%
6	536	0.1%
9	479	0.1%
8	473	0.1%
10	469	0.1%
Other values (59602)	150937	37.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	241966	59.8%
1	5439	1.3%
2	1710	0.4%
3	1122	0.3%
4	826	0.2%

Value	Count	Frequency (%)
1799314	1	< 0.1%
1799261	1	< 0.1%
1798352	1	< 0.1%
1798350	1	< 0.1%
1798310	1	< 0.1%

dst2src_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	1481
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.28361153

Minimum	0
Maximum	238241
Zeros	4514
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	7
95-th percentile	43
Maximum	238241
Range	238241
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	548.0557298
Coefficient of variation (CV)	29.97524471
Kurtosis	100849.2151
Mean	18.28361153
Median Absolute Deviation (MAD)	0
Skewness	276.6955355
Sum	7397019
Variance	300365.083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	226686	56.0%
2	41113	10.2%
3	15417	3.8%
9	6641	1.6%
7	6337	1.6%
16	6146	1.5%
11	5430	1.3%
10	5166	1.3%
12	5135	1.3%
13	4872	1.2%
Other values (1471)	81628	20.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4514	1.1%
1	226686	56.0%
2	41113	10.2%
3	15417	3.8%
4	4053	1.0%

Value	Count	Frequency (%)
238241	1	< 0.1%
120378	1	< 0.1%
92794	2	< 0.1%
75240	1	< 0.1%
74533	2	< 0.1%

dst2src_bytes
Real number (ℝ)

SKEWED ZEROS

Distinct	36589
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16205.09014

Minimum	0
Maximum	305372427
Zeros	4514
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	97
Q1	166
median	289
Q3	1012
95-th percentile	27491.5
Maximum	305372427
Range	305372427
Interquartile range (IQR)	846

Descriptive statistics

Standard deviation	622403.8632
Coefficient of variation (CV)	38.40792356
Kurtosis	150427.6186
Mean	16205.09014
Median Absolute Deviation (MAD)	161
Skewness	338.7406119
Sum	6556109522
Variance	3.87386569 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
166	13464	3.3%
136	7671	1.9%
0	4514	1.1%
244	4500	1.1%
143	4425	1.1%
144	4087	1.0%
91	4069	1.0%
174	3736	0.9%
102	3275	0.8%
226	2793	0.7%
Other values (36579)	352037	87.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4514	1.1%
54	367	0.1%
58	760	0.2%
62	1	< 0.1%
66	131	< 0.1%

Value	Count	Frequency (%)
305372427	1	< 0.1%
108240611	2	< 0.1%
107191507	1	< 0.1%
57515689	1	< 0.1%
48622876	1	< 0.1%

bidirectional_min_ps
Real number (ℝ)

Distinct	304
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74.27199923

Minimum	54
Maximum	590
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	54
5-th percentile	54
Q1	54
median	75
Q3	83
95-th percentile	93
Maximum	590
Range	536
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	22.534699
Coefficient of variation (CV)	0.3034077341
Kurtosis	124.0774562
Mean	74.27199923
Median Absolute Deviation (MAD)	9
Skewness	8.326554214
Sum	30048297
Variance	507.8126588
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	102328	25.3%
66	37912	9.4%
75	18331	4.5%
76	16618	4.1%
80	15304	3.8%
82	15171	3.7%
84	14155	3.5%
78	13652	3.4%
83	13544	3.3%
72	12452	3.1%
Other values (294)	145104	35.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	102328	25.3%
56	1	< 0.1%
58	2	< 0.1%
62	397	0.1%
63	4	< 0.1%

Value	Count	Frequency (%)
590	12	< 0.1%
553	6	< 0.1%
551	1	< 0.1%
549	4	< 0.1%
548	1	< 0.1%

bidirectional_mean_ps
Real number (ℝ)

Distinct	86106
Distinct (%)	21.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	195.7435177

Minimum	54
Maximum	1350.138895
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	54
5-th percentile	68
Q1	112.0769231
median	157.5
Q3	227.5
95-th percentile	505.0084746
Maximum	1350.138895
Range	1296.138895
Interquartile range (IQR)	115.4230769

Descriptive statistics

Standard deviation	146.0739158
Coefficient of variation (CV)	0.7462516127
Kurtosis	9.620931425
Mean	195.7435177
Median Absolute Deviation (MAD)	52
Skewness	2.788630851
Sum	79192150.69
Variance	21337.58886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56.28571429	6434	1.6%
68	6431	1.6%
55.71428571	5543	1.4%
160	4526	1.1%
114	4248	1.1%
112.5	4191	1.0%
83	4098	1.0%
156.5	3855	1.0%
94	3636	0.9%
165.5	3625	0.9%
Other values (86096)	357984	88.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	27	< 0.1%
54.5	48	< 0.1%
55.03581267	2	< 0.1%
55.04931507	1	< 0.1%
55.07417582	2	< 0.1%

Value	Count	Frequency (%)
1350.138895	1	< 0.1%
1307.40428	1	< 0.1%
1305.295718	1	< 0.1%
1301.207532	1	< 0.1%
1298.695546	1	< 0.1%

bidirectional_stddev_ps
Real number (ℝ)

Distinct	108910
Distinct (%)	26.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	183.1591581

Minimum	0
Maximum	728.1035406
Zeros	4519
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	45.254834
median	118.7939392
Q3	249.9688011
95-th percentile	622.3872637
Maximum	728.1035406
Range	728.1035406
Interquartile range (IQR)	204.7139671

Descriptive statistics

Standard deviation	184.7789496
Coefficient of variation (CV)	1.008843628
Kurtosis	0.7368078209
Mean	183.1591581
Median Absolute Deviation (MAD)	81.31727984
Skewness	1.306582543
Sum	74100883.76
Variance	34143.26023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.3137085	25411	6.3%
43.13351365	8327	2.1%
19.79898987	7119	1.8%
4.535573676	6434	1.6%
3.346640106	6184	1.5%
3.14718317	5543	1.4%
98.28784258	5497	1.4%
187.383297	5390	1.3%
106.773124	4726	1.2%
0	4519	1.1%
Other values (108900)	325421	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4519	1.1%
0.5006958946	40	< 0.1%
0.5007199428	2	< 0.1%
0.5007283325	2	< 0.1%
0.5007326011	1	< 0.1%

Value	Count	Frequency (%)
728.1035406	1	< 0.1%
727.2549306	1	< 0.1%
723.849159	1	< 0.1%
723.6323307	1	< 0.1%
723.2549888	1	< 0.1%

bidirectional_max_ps
Real number (ℝ)

Distinct	1454
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	515.7223553

Minimum	54
Maximum	1514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	54
5-th percentile	74
Q1	148
median	273
Q3	583
95-th percentile	1514
Maximum	1514
Range	1460
Interquartile range (IQR)	435

Descriptive statistics

Standard deviation	514.4822876
Coefficient of variation (CV)	0.9975954743
Kurtosis	-0.3137959955
Mean	515.7223553
Median Absolute Deviation (MAD)	152
Skewness	1.167030004
Sum	208646309
Variance	264692.0243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1474	46644	11.5%
1514	28844	7.1%
74	10047	2.5%
62	7126	1.8%
66	6702	1.7%
143	5541	1.4%
571	5164	1.3%
244	4752	1.2%
144	4160	1.0%
91	4082	1.0%
Other values (1444)	281509	69.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	27	< 0.1%
55	48	< 0.1%
62	7126	1.8%
63	4	< 0.1%
64	31	< 0.1%

Value	Count	Frequency (%)
1514	28844	7.1%
1513	10	< 0.1%
1512	15	< 0.1%
1511	11	< 0.1%
1510	9	< 0.1%

src2dst_min_ps
Real number (ℝ)

Distinct	309
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74.42958096

Minimum	54
Maximum	590
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	54
5-th percentile	54
Q1	66
median	75
Q3	83
95-th percentile	93
Maximum	590
Range	536
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	22.48017236
Coefficient of variation (CV)	0.3020327681
Kurtosis	125.3143241
Mean	74.42958096
Median Absolute Deviation (MAD)	9
Skewness	8.398866795
Sum	30112050
Variance	505.3581495
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	97604	24.1%
66	42190	10.4%
75	18331	4.5%
76	16617	4.1%
80	15304	3.8%
82	15171	3.7%
84	14153	3.5%
78	13650	3.4%
83	13543	3.3%
72	12450	3.1%
Other values (299)	145558	36.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	97604	24.1%
55	48	< 0.1%
58	2	< 0.1%
62	400	0.1%
63	4	< 0.1%

Value	Count	Frequency (%)
590	12	< 0.1%
553	6	< 0.1%
551	1	< 0.1%
549	4	< 0.1%
548	1	< 0.1%

src2dst_mean_ps
Real number (ℝ)

Distinct	54043
Distinct (%)	13.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.97977858

Minimum	54
Maximum	1496.22811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	54
5-th percentile	68
Q1	76
median	82.93103448
Q3	94
95-th percentile	191.577381
Maximum	1496.22811
Range	1442.22811
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	65.53831094
Coefficient of variation (CV)	0.655515664
Kurtosis	81.38588928
Mean	99.97977858
Median Absolute Deviation (MAD)	7.931034483
Skewness	6.995290844
Sum	40448919
Variance	4295.270202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75	17991	4.4%
76	16343	4.0%
80	15354	3.8%
82	15114	3.7%
84	14197	3.5%
83	13495	3.3%
78	13492	3.3%
77	12188	3.0%
72	12015	3.0%
81	11608	2.9%
Other values (54033)	262774	65.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	27	< 0.1%
54.03202149	1	< 0.1%
54.103558	1	< 0.1%
54.14763738	1	< 0.1%
54.28451883	1	< 0.1%

Value	Count	Frequency (%)
1496.22811	2	< 0.1%
1482.564644	1	< 0.1%
1480.155116	1	< 0.1%
1478.520593	1	< 0.1%
1476.822064	1	< 0.1%

src2dst_stddev_ps
Real number (ℝ)

Distinct	80656
Distinct (%)	19.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.27211691

Minimum	0
Maximum	1023.890619
Zeros	259503
Zeros (%)	64.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	70.72513305
95-th percentile	293.122403
Maximum	1023.890619
Range	1023.890619
Interquartile range (IQR)	70.72513305

Descriptive statistics

Standard deviation	113.600476
Coefficient of variation (CV)	2.093164639
Kurtosis	9.003822534
Mean	54.27211691
Median Absolute Deviation (MAD)	0
Skewness	2.848622484
Sum	21956924.61
Variance	12905.06815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	259503	64.1%
4	7316	1.8%
6	6435	1.6%
4	5544	1.4%
4.618802154	994	0.2%
5.656854249	951	0.2%
179.0171081	889	0.2%
2.828427125	697	0.2%
190.465845	679	0.2%
3.577708764	622	0.2%
Other values (80646)	120941	29.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	259503	64.1%
0.4472135955	1	< 0.1%
0.5	4	< 0.1%
0.5	2	< 0.1%
0.5477225575	1	< 0.1%

Value	Count	Frequency (%)
1023.890619	1	< 0.1%
1018.233765	1	< 0.1%
795.3082421	1	< 0.1%
784.4513157	1	< 0.1%
757.9997361	1	< 0.1%

src2dst_max_ps
Real number (ℝ)

Distinct	1431
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	249.9730307

Minimum	54
Maximum	1514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	54
5-th percentile	70
Q1	76
median	84
Q3	284
95-th percentile	1060
Maximum	1514
Range	1460
Interquartile range (IQR)	208

Descriptive statistics

Standard deviation	338.7645445
Coefficient of variation (CV)	1.355204374
Kurtosis	5.297362423
Mean	249.9730307
Median Absolute Deviation (MAD)	10
Skewness	2.375039036
Sum	101131839
Variance	114761.4166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	21504	5.3%
75	17981	4.4%
76	16340	4.0%
80	15298	3.8%
82	15270	3.8%
84	14372	3.6%
83	13719	3.4%
78	13519	3.3%
1514	12565	3.1%
77	12172	3.0%
Other values (1421)	251831	62.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	27	< 0.1%
55	48	< 0.1%
62	7136	1.8%
63	4	< 0.1%
64	290	0.1%

Value	Count	Frequency (%)
1514	12565	3.1%
1513	9	< 0.1%
1512	12	< 0.1%
1511	15	< 0.1%
1510	7	< 0.1%

dst2src_min_ps
Real number (ℝ)

Distinct	496
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.3300484

Minimum	0
Maximum	1224
Zeros	4514
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	54
Q1	66
median	140
Q3	235
95-th percentile	417
Maximum	1224
Range	1224
Interquartile range (IQR)	169

Descriptive statistics

Standard deviation	119.6777878
Coefficient of variation (CV)	0.7282769585
Kurtosis	0.6997021525
Mean	164.3300484
Median Absolute Deviation (MAD)	86
Skewness	1.132708021
Sum	66483172
Variance	14322.7729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	94914	23.5%
66	43539	10.8%
143	4890	1.2%
244	4781	1.2%
0	4514	1.1%
144	4298	1.1%
91	4147	1.0%
174	4136	1.0%
102	3426	0.8%
226	3174	0.8%
Other values (486)	232752	57.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4514	1.1%
54	94914	23.5%
56	1	< 0.1%
58	763	0.2%
62	9	< 0.1%

Value	Count	Frequency (%)
1224	1	< 0.1%
701	2	< 0.1%
683	1	< 0.1%
554	38	< 0.1%
553	376	0.1%

dst2src_mean_ps
Real number (ℝ)

Distinct	68217
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	275.4100201

Minimum	0
Maximum	1512.885002
Zeros	4514
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	66
Q1	133
median	223
Q3	347
95-th percentile	753.355042
Maximum	1512.885002
Range	1512.885002
Interquartile range (IQR)	214

Descriptive statistics

Standard deviation	227.7754059
Coefficient of variation (CV)	0.8270410998
Kurtosis	6.462786572
Mean	275.4100201
Median Absolute Deviation (MAD)	101
Skewness	2.287661016
Sum	111422907.2
Variance	51881.63553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55.33333333	12680	3.1%
68	7000	1.7%
244	4618	1.1%
0	4514	1.1%
143	4495	1.1%
144	4133	1.0%
91	4108	1.0%
174	3807	0.9%
102	3326	0.8%
226	2954	0.7%
Other values (68207)	352936	87.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4514	1.1%
54	425	0.1%
54.02197802	2	< 0.1%
54.02209945	6	< 0.1%
54.11428571	1	< 0.1%

Value	Count	Frequency (%)
1512.885002	1	< 0.1%
1509.840695	1	< 0.1%
1509.772182	1	< 0.1%
1509.61316	1	< 0.1%
1507.84294	1	< 0.1%

dst2src_stddev_ps
Real number (ℝ)

Distinct	84789
Distinct (%)	21.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	128.8229101

Minimum	0
Maximum	1023.890619
Zeros	234524
Zeros (%)	58.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	156.5059013
95-th percentile	643.6279806
Maximum	1023.890619
Range	1023.890619
Interquartile range (IQR)	156.5059013

Descriptive statistics

Standard deviation	222.8853313
Coefficient of variation (CV)	1.730168424
Kurtosis	0.6516657409
Mean	128.8229101
Median Absolute Deviation (MAD)	0
Skewness	1.510872767
Sum	52118013.56
Variance	49677.87092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	234524	58.0%
2.309401077	12680	3.1%
2.828427125	7045	1.7%
8.485281374	5283	1.3%
66.46803743	1111	0.3%
72.12489168	893	0.2%
2.309401077	879	0.2%
16.97056275	851	0.2%
50.24384982	722	0.2%
195.1614716	688	0.2%
Other values (84779)	139895	34.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	234524	58.0%
0.2964997267	2	< 0.1%
0.2973176585	6	< 0.1%
0.5	1	< 0.1%
0.5773502692	1	< 0.1%

Value	Count	Frequency (%)
1023.890619	1	< 0.1%
833.7033845	1	< 0.1%
818.6851247	3	< 0.1%
813.2525233	1	< 0.1%
810.2320655	1	< 0.1%

dst2src_max_ps
Real number (ℝ)

Distinct	1447
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	485.7560527

Minimum	0
Maximum	1514
Zeros	4514
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	70
Q1	146
median	255
Q3	517
95-th percentile	1474
Maximum	1514
Range	1514
Interquartile range (IQR)	371

Descriptive statistics

Standard deviation	503.5485108
Coefficient of variation (CV)	1.036628382
Kurtosis	0.003600336548
Mean	485.7560527
Median Absolute Deviation (MAD)	135
Skewness	1.291962847
Sum	196522812
Variance	253561.1028
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1474	52537	13.0%
1514	18868	4.7%
58	13954	3.4%
70	9260	2.3%
244	4746	1.2%
143	4561	1.1%
0	4514	1.1%
144	4167	1.0%
91	4081	1.0%
174	3826	0.9%
Other values (1437)	284057	70.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4514	1.1%
54	425	0.1%
58	13954	3.4%
60	3	< 0.1%
61	27	< 0.1%

Value	Count	Frequency (%)
1514	18868	4.7%
1513	1	< 0.1%
1512	4	< 0.1%
1511	2	< 0.1%
1510	6	< 0.1%

bidirectional_min_piat_ms
Real number (ℝ)

SKEWED ZEROS

Distinct	1514
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.37815365

Minimum	0
Maximum	116629
Zeros	149584
Zeros (%)	37.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	14
Q3	33
95-th percentile	183
Maximum	116629
Range	116629
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	739.2943423
Coefficient of variation (CV)	13.85012953
Kurtosis	13094.63181
Mean	53.37815365
Median Absolute Deviation (MAD)	14
Skewness	107.5716106
Sum	21595253
Variance	546556.1246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	149584	37.0%
1	16327	4.0%
25	6038	1.5%
24	5988	1.5%
23	5970	1.5%
26	5863	1.4%
27	5767	1.4%
22	5660	1.4%
28	5639	1.4%
21	5591	1.4%
Other values (1504)	192144	47.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	149584	37.0%
1	16327	4.0%
2	2908	0.7%
3	517	0.1%
4	235	0.1%

Value	Count	Frequency (%)
116629	1	< 0.1%
116487	1	< 0.1%
101577	1	< 0.1%
99021	1	< 0.1%
96031	2	< 0.1%

bidirectional_mean_piat_ms
Real number (ℝ)

Distinct	124670
Distinct (%)	30.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	712.9321712

Minimum	0
Maximum	116629
Zeros	2207
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	23
median	47
Q3	404.3480769
95-th percentile	3349.784091
Maximum	116629
Range	116629
Interquartile range (IQR)	381.3480769

Descriptive statistics

Standard deviation	2632.567056
Coefficient of variation (CV)	3.692591192
Kurtosis	180.5349984
Mean	712.9321712
Median Absolute Deviation (MAD)	35
Skewness	11.00711498
Sum	288431681.4
Variance	6930409.304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	6002	1.5%
24	5923	1.5%
23	5902	1.5%
26	5796	1.4%
27	5683	1.4%
22	5609	1.4%
28	5574	1.4%
21	5560	1.4%
29	5405	1.3%
20	5360	1.3%
Other values (124660)	347757	86.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2207	0.5%
0.3333333333	2	< 0.1%
0.6666666667	1	< 0.1%
0.6891447368	1	< 0.1%
0.8315789474	1	< 0.1%

Value	Count	Frequency (%)
116629	1	< 0.1%
116487	1	< 0.1%
101577	1	< 0.1%
99021	1	< 0.1%
96031	2	< 0.1%

bidirectional_stddev_piat_ms
Real number (ℝ)

Distinct	154890
Distinct (%)	38.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1367.509644

Minimum	0
Maximum	80981.40412
Zeros	224911
Zeros (%)	55.6%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1020.601505
95-th percentile	4825.843661
Maximum	80981.40412
Range	80981.40412
Interquartile range (IQR)	1020.601505

Descriptive statistics

Standard deviation	4647.503367
Coefficient of variation (CV)	3.398515972
Kurtosis	87.07804966
Mean	1367.509644
Median Absolute Deviation (MAD)	0
Skewness	8.282134156
Sum	553254744.2
Variance	21599287.54
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	224911	55.6%
1.527525232	702	0.2%
1.732050808	427	0.1%
1	407	0.1%
2.081665999	393	0.1%
2.309401077	333	0.1%
2.886751346	259	0.1%
2.645751311	238	0.1%
3.464101615	236	0.1%
4.041451884	231	0.1%
Other values (154880)	176434	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	224911	55.6%
0.4472135955	2	< 0.1%
0.5477225575	3	< 0.1%
0.5477225575	2	< 0.1%
0.5477225575	22	< 0.1%

Value	Count	Frequency (%)
80981.40412	1	< 0.1%
69261.53637	1	< 0.1%
69218.52499	1	< 0.1%
69213.905	1	< 0.1%
69212.50277	1	< 0.1%

bidirectional_max_piat_ms
Real number (ℝ)

Distinct	23540
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4253.394942

Minimum	0
Maximum	119996
Zeros	2207
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	25
median	59
Q3	4669
95-th percentile	10189
Maximum	119996
Range	119996
Interquartile range (IQR)	4644

Descriptive statistics

Standard deviation	12180.13009
Coefficient of variation (CV)	2.863625469
Kurtosis	28.74700096
Mean	4253.394942
Median Absolute Deviation (MAD)	49
Skewness	5.073315828
Sum	1720800245
Variance	148355568.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	6131	1.5%
23	6100	1.5%
24	6085	1.5%
26	5988	1.5%
27	5840	1.4%
22	5796	1.4%
21	5769	1.4%
28	5755	1.4%
29	5568	1.4%
20	5512	1.4%
Other values (23530)	346027	85.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2207	0.5%
1	225	0.1%
2	543	0.1%
3	1193	0.3%
4	947	0.2%

Value	Count	Frequency (%)
119996	1	< 0.1%
119967	1	< 0.1%
119941	1	< 0.1%
119920	1	< 0.1%
119858	1	< 0.1%

src2dst_min_piat_ms
Real number (ℝ)

Distinct	6566
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	630.0551251

Minimum	0
Maximum	120189
Zeros	306451
Zeros (%)	75.7%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	103
Maximum	120189
Range	120189
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6708.101205
Coefficient of variation (CV)	10.64684809
Kurtosis	180.1723121
Mean	630.0551251
Median Absolute Deviation (MAD)	0
Skewness	12.9874325
Sum	254902032
Variance	44998621.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	306451	75.7%
1	23627	5.8%
2	9745	2.4%
3	5708	1.4%
4	3369	0.8%
5	2244	0.6%
10	2109	0.5%
9	2006	0.5%
11	1948	0.5%
8	1887	0.5%
Other values (6556)	45477	11.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	306451	75.7%
1	23627	5.8%
2	9745	2.4%
3	5708	1.4%
4	3369	0.8%

Value	Count	Frequency (%)
120189	1	< 0.1%
120130	1	< 0.1%
120027	1	< 0.1%
119979	1	< 0.1%
119960	1	< 0.1%

src2dst_mean_piat_ms
Real number (ℝ)

Distinct	110628
Distinct (%)	27.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1570.462701

Minimum	0
Maximum	120189
Zeros	249230
Zeros (%)	61.6%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	775.7207792
95-th percentile	6894.058824
Maximum	120189
Range	120189
Interquartile range (IQR)	775.7207792

Descriptive statistics

Standard deviation	7094.676992
Coefficient of variation (CV)	4.517571151
Kurtosis	140.0580259
Mean	1570.462701
Median Absolute Deviation (MAD)	0
Skewness	10.97597106
Sum	635363665.5
Variance	50334441.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	249230	61.6%
1	996	0.2%
102	101	< 0.1%
123	97	< 0.1%
103	72	< 0.1%
122	64	< 0.1%
133	63	< 0.1%
1050	63	< 0.1%
3	58	< 0.1%
129	58	< 0.1%
Other values (110618)	153769	38.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	249230	61.6%
1	996	0.2%
1.645833333	1	< 0.1%
2	36	< 0.1%
2.205882353	1	< 0.1%

Value	Count	Frequency (%)
120189	1	< 0.1%
120130	1	< 0.1%
120027	1	< 0.1%
119979	1	< 0.1%
119960	1	< 0.1%

src2dst_stddev_piat_ms
Real number (ℝ)

Distinct	139645
Distinct (%)	34.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1341.957753

Minimum	0
Maximum	84151.36382
Zeros	261625
Zeros (%)	64.7%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1122.460142
95-th percentile	4903.684592
Maximum	84151.36382
Range	84151.36382
Interquartile range (IQR)	1122.460142

Descriptive statistics

Standard deviation	3786.143182
Coefficient of variation (CV)	2.821357954
Kurtosis	80.70860423
Mean	1341.957753
Median Absolute Deviation (MAD)	0
Skewness	7.128149101
Sum	542917190.2
Variance	14334880.19
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	261625	64.7%
0.7071067812	55	< 0.1%
3.535533906	45	< 0.1%
2.828427125	43	< 0.1%
8.485281374	41	< 0.1%
11.3137085	41	< 0.1%
1.414213562	40	< 0.1%
4.242640687	39	< 0.1%
6.363961031	38	< 0.1%
2.121320344	36	< 0.1%
Other values (139635)	142568	35.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	261625	64.7%
0.4472135955	2	< 0.1%
0.5477225575	3	< 0.1%
0.5477225575	2	< 0.1%
0.5477225575	22	< 0.1%

Value	Count	Frequency (%)
84151.36382	1	< 0.1%
83972.4658	1	< 0.1%
83682.55202	1	< 0.1%
81963.57543	1	< 0.1%
81626.2855	1	< 0.1%

src2dst_max_piat_ms
Real number (ℝ)

Distinct	24106
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4246.257396

Minimum	0
Maximum	131048
Zeros	249230
Zeros (%)	61.6%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4694
95-th percentile	10402
Maximum	131048
Range	131048
Interquartile range (IQR)	4694

Descriptive statistics

Standard deviation	12230.40249
Coefficient of variation (CV)	2.880278171
Kurtosis	28.4593637
Mean	4246.257396
Median Absolute Deviation (MAD)	0
Skewness	5.039205003
Sum	1717912601
Variance	149582745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	249230	61.6%
1	996	0.2%
10048	804	0.2%
10101	735	0.2%
10100	723	0.2%
10098	711	0.2%
10080	705	0.2%
10094	692	0.2%
10095	689	0.2%
10112	682	0.2%
Other values (24096)	148604	36.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	249230	61.6%
1	996	0.2%
2	36	< 0.1%
3	56	< 0.1%
4	47	< 0.1%

Value	Count	Frequency (%)
131048	1	< 0.1%
121741	1	< 0.1%
120824	1	< 0.1%
120189	1	< 0.1%
120130	1	< 0.1%

dst2src_min_piat_ms
Real number (ℝ)

Distinct	8477
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	677.4538091

Minimum	0
Maximum	188740
Zeros	337620
Zeros (%)	83.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	121
Maximum	188740
Range	188740
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6795.709131
Coefficient of variation (CV)	10.0312509
Kurtosis	175.6028224
Mean	677.4538091
Median Absolute Deviation (MAD)	0
Skewness	12.77996891
Sum	274078165
Variance	46181662.59
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	337620	83.5%
1	9687	2.4%
2	3670	0.9%
3	2998	0.7%
4	2684	0.7%
5	2294	0.6%
6	2154	0.5%
7	1993	0.5%
8	1782	0.4%
9	1678	0.4%
Other values (8467)	38011	9.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	337620	83.5%
1	9687	2.4%
2	3670	0.9%
3	2998	0.7%
4	2684	0.7%

Value	Count	Frequency (%)
188740	1	< 0.1%
120028	1	< 0.1%
120005	1	< 0.1%
119979	1	< 0.1%
119956	1	< 0.1%

dst2src_mean_piat_ms
Real number (ℝ)

Distinct	108665
Distinct (%)	26.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1535.772121

Minimum	0
Maximum	188740
Zeros	241966
Zeros (%)	59.8%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	597.5916667
95-th percentile	6742.576754
Maximum	188740
Range	188740
Interquartile range (IQR)	597.5916667

Descriptive statistics

Standard deviation	7131.225755
Coefficient of variation (CV)	4.643413992
Kurtosis	141.211372
Mean	1535.772121
Median Absolute Deviation (MAD)	0
Skewness	11.04137085
Sum	621328862.7
Variance	50854380.76
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	241966	59.8%
1	5439	1.3%
2	1710	0.4%
3	1125	0.3%
4	831	0.2%
5	621	0.2%
6	541	0.1%
9	484	0.1%
8	477	0.1%
10	475	0.1%
Other values (108655)	150902	37.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	241966	59.8%
0.9601226994	1	< 0.1%
1	5439	1.3%
1.298207664	1	< 0.1%
1.328769308	1	< 0.1%

Value	Count	Frequency (%)
188740	1	< 0.1%
120028	1	< 0.1%
120005	1	< 0.1%
119979	1	< 0.1%
119956	1	< 0.1%

dst2src_stddev_piat_ms
Real number (ℝ)

Distinct	123905
Distinct (%)	30.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1241.688018

Minimum	0
Maximum	84519.05934
Zeros	272321
Zeros (%)	67.3%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	753.0980165
95-th percentile	4923.599461
Maximum	84519.05934
Range	84519.05934
Interquartile range (IQR)	753.0980165

Descriptive statistics

Standard deviation	3532.787277
Coefficient of variation (CV)	2.845148883
Kurtosis	91.89636678
Mean	1241.688018
Median Absolute Deviation (MAD)	0
Skewness	7.438652196
Sum	502350963
Variance	12480585.94
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	272321	67.3%
4468.20775	15	< 0.1%
4089.198516	13	< 0.1%
103.2375901	12	< 0.1%
2.828427125	12	< 0.1%
4273.753385	12	< 0.1%
4183.950824	12	< 0.1%
4568.616913	11	< 0.1%
4135.160456	11	< 0.1%
4277.996026	11	< 0.1%
Other values (123895)	132141	32.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	272321	67.3%
0.5773502692	2	< 0.1%
0.7071067812	11	< 0.1%
1	3	< 0.1%
1.154700538	4	< 0.1%

Value	Count	Frequency (%)
84519.05934	1	< 0.1%
83328.29152	1	< 0.1%
83229.29657	1	< 0.1%
82228.03337	1	< 0.1%
82172.17193	1	< 0.1%

dst2src_max_piat_ms
Real number (ℝ)

Distinct	23720
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4153.091465

Minimum	0
Maximum	188740
Zeros	241966
Zeros (%)	59.8%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4560
95-th percentile	10385
Maximum	188740
Range	188740
Interquartile range (IQR)	4560

Descriptive statistics

Standard deviation	12112.88966
Coefficient of variation (CV)	2.91659593
Kurtosis	29.35584782
Mean	4153.091465
Median Absolute Deviation (MAD)	0
Skewness	5.11717204
Sum	1680220367
Variance	146722096
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	241966	59.8%
1	5439	1.3%
2	1710	0.4%
3	1122	0.3%
4	831	0.2%
10100	813	0.2%
10101	809	0.2%
10102	792	0.2%
10097	760	0.2%
10095	743	0.2%
Other values (23710)	149586	37.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	241966	59.8%
1	5439	1.3%
2	1710	0.4%
3	1122	0.3%
4	831	0.2%

Value	Count	Frequency (%)
188740	1	< 0.1%
121165	1	< 0.1%
120182	1	< 0.1%
120028	1	< 0.1%
120005	1	< 0.1%

bidirectional_syn_packets
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7039926243

Minimum	0
Maximum	9
Zeros	264599
Zeros (%)	65.4%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	2
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9871725178
Coefficient of variation (CV)	1.402248381
Kurtosis	-0.4732754811
Mean	0.7039926243
Median Absolute Deviation (MAD)	0
Skewness	0.8466493474
Sum	284815
Variance	0.9745095798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	264599	65.4%
2	131479	32.5%
3	5012	1.2%
1	2572	0.6%
4	649	0.2%
7	102	< 0.1%
5	74	< 0.1%
6	52	< 0.1%
8	31	< 0.1%
9	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	264599	65.4%
1	2572	0.6%
2	131479	32.5%
3	5012	1.2%
4	649	0.2%

Value	Count	Frequency (%)
9	1	< 0.1%
8	31	< 0.1%
7	102	< 0.1%
6	52	< 0.1%
5	74	< 0.1%

bidirectional_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

bidirectional_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

bidirectional_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

bidirectional_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	1760
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.75192735

Minimum	0
Maximum	392213
Zeros	265051
Zeros (%)	65.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	14
95-th percentile	75
Maximum	392213
Range	392213
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	885.423847
Coefficient of variation (CV)	33.0975722
Kurtosis	121768.6325
Mean	26.75192735
Median Absolute Deviation (MAD)	0
Skewness	317.0454919
Sum	10823054
Variance	783975.3889
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	265051	65.5%
6	13998	3.5%
5	6832	1.7%
13	4744	1.2%
32	4673	1.2%
20	4018	1.0%
21	3531	0.9%
15	3438	0.8%
23	3248	0.8%
22	3224	0.8%
Other values (1750)	91814	22.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	265051	65.5%
1	1299	0.3%
2	67	< 0.1%
3	266	0.1%
4	741	0.2%

Value	Count	Frequency (%)
392213	1	< 0.1%
275465	1	< 0.1%
124890	2	< 0.1%
110611	2	< 0.1%
89524	1	< 0.1%

bidirectional_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	663
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.334141597

Minimum	0
Maximum	34903
Zeros	288903
Zeros (%)	71.4%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	19
Maximum	34903
Range	34903
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	84.37458883
Coefficient of variation (CV)	15.81783822
Kurtosis	118957.3199
Mean	5.334141597
Median Absolute Deviation (MAD)	0
Skewness	308.397628
Sum	2158039
Variance	7119.07124
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	288903	71.4%
6	11228	2.8%
7	10904	2.7%
2	10564	2.6%
5	9850	2.4%
8	8479	2.1%
3	8438	2.1%
4	8364	2.1%
9	6235	1.5%
10	4781	1.2%
Other values (653)	36825	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	288903	71.4%
1	1094	0.3%
2	10564	2.6%
3	8438	2.1%
4	8364	2.1%

Value	Count	Frequency (%)
34903	1	< 0.1%
31175	1	< 0.1%
8200	1	< 0.1%
7499	1	< 0.1%
5833	1	< 0.1%

bidirectional_rst_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	61
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1864122737

Minimum	0
Maximum	259
Zeros	374384
Zeros (%)	92.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	259
Range	259
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.041599987
Coefficient of variation (CV)	5.587614838
Kurtosis	10775.75737
Mean	0.1864122737
Median Absolute Deviation (MAD)	0
Skewness	59.96230729
Sum	75417
Variance	1.084930533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	374384	92.5%
3	15186	3.8%
1	10235	2.5%
2	2716	0.7%
4	1011	0.2%
5	540	0.1%
9	88	< 0.1%
7	81	< 0.1%
6	66	< 0.1%
10	65	< 0.1%
Other values (51)	199	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	374384	92.5%
1	10235	2.5%
2	2716	0.7%
3	15186	3.8%
4	1011	0.2%

Value	Count	Frequency (%)
259	1	< 0.1%
108	1	< 0.1%
93	1	< 0.1%
91	1	< 0.1%
89	1	< 0.1%

bidirectional_fin_packets
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6762175242

Minimum	0
Maximum	11
Zeros	268274
Zeros (%)	66.3%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	2
Maximum	11
Range	11
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9850700523
Coefficient of variation (CV)	1.456735469
Kurtosis	0.7636582665
Mean	0.6762175242
Median Absolute Deviation (MAD)	0
Skewness	1.064777014
Sum	273578
Variance	0.970363008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	268274	66.3%
2	122157	30.2%
1	8185	2.0%
3	3955	1.0%
4	1348	0.3%
5	401	0.1%
6	115	< 0.1%
9	62	< 0.1%
8	41	< 0.1%
7	30	< 0.1%
Other values (2)	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	268274	66.3%
1	8185	2.0%
2	122157	30.2%
3	3955	1.0%
4	1348	0.3%

Value	Count	Frequency (%)
11	1	< 0.1%
10	2	< 0.1%
9	62	< 0.1%
8	41	< 0.1%
7	30	< 0.1%

src2dst_syn_packets
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3603075851

Minimum	0
Maximum	7
Zeros	264600
Zeros (%)	65.4%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.524110253
Coefficient of variation (CV)	1.454618983
Kurtosis	8.787994968
Mean	0.3603075851
Median Absolute Deviation (MAD)	0
Skewness	1.641319556
Sum	145770
Variance	0.2746915573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	264600	65.4%
1	135833	33.6%
2	3165	0.8%
3	730	0.2%
7	103	< 0.1%
5	56	< 0.1%
4	44	< 0.1%
6	40	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	264600	65.4%
1	135833	33.6%
2	3165	0.8%
3	730	0.2%
4	44	< 0.1%

Value	Count	Frequency (%)
7	103	< 0.1%
6	40	< 0.1%
5	56	< 0.1%
4	44	< 0.1%
3	730	0.2%

src2dst_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

src2dst_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

src2dst_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

src2dst_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	800
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.690131028

Minimum	0
Maximum	271835
Zeros	266380
Zeros (%)	65.8%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7
95-th percentile	31
Maximum	271835
Range	271835
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	493.4181908
Coefficient of variation (CV)	50.91966139
Kurtosis	235464.679
Mean	9.690131028
Median Absolute Deviation (MAD)	0
Skewness	454.7169798
Sum	3920346
Variance	243461.511
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	266380	65.8%
3	20804	5.1%
9	9627	2.4%
6	8191	2.0%
16	8152	2.0%
7	6689	1.7%
8	6662	1.6%
10	6154	1.5%
11	5022	1.2%
17	3827	0.9%
Other values (790)	63063	15.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	266380	65.8%
1	236	0.1%
2	1371	0.3%
3	20804	5.1%
4	2390	0.6%

Value	Count	Frequency (%)
271835	1	< 0.1%
97615	2	< 0.1%
37224	1	< 0.1%
36078	2	< 0.1%
14284	1	< 0.1%

src2dst_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	258
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.487083849

Minimum	0
Maximum	6653
Zeros	289591
Zeros (%)	71.6%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	6653
Range	6653
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	15.20357277
Coefficient of variation (CV)	10.22374951
Kurtosis	97828.78631
Mean	1.487083849
Median Absolute Deviation (MAD)	0
Skewness	255.1348783
Sum	601631
Variance	231.1486251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	289591	71.6%
3	30442	7.5%
1	27465	6.8%
4	17853	4.4%
2	9575	2.4%
5	6988	1.7%
6	4804	1.2%
7	3545	0.9%
9	2059	0.5%
8	1855	0.5%
Other values (248)	10394	2.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	289591	71.6%
1	27465	6.8%
2	9575	2.4%
3	30442	7.5%
4	17853	4.4%

Value	Count	Frequency (%)
6653	1	< 0.1%
2818	2	< 0.1%
1932	1	< 0.1%
1575	1	< 0.1%
1414	1	< 0.1%

src2dst_rst_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	54
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1356177284

Minimum	0
Maximum	259
Zeros	379516
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	259
Range	259
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8662801872
Coefficient of variation (CV)	6.38766183
Kurtosis	20974.60512
Mean	0.1356177284
Median Absolute Deviation (MAD)	0
Skewness	86.02218879
Sum	54867
Variance	0.7504413627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	379516	93.8%
2	11228	2.8%
1	7468	1.8%
3	4828	1.2%
4	882	0.2%
5	258	0.1%
6	74	< 0.1%
10	68	< 0.1%
9	54	< 0.1%
7	34	< 0.1%
Other values (44)	161	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	379516	93.8%
1	7468	1.8%
2	11228	2.8%
3	4828	1.2%
4	882	0.2%

Value	Count	Frequency (%)
259	1	< 0.1%
108	1	< 0.1%
70	1	< 0.1%
55	1	< 0.1%
52	1	< 0.1%

src2dst_fin_packets
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3330490816

Minimum	0
Maximum	10
Zeros	270708
Zeros (%)	66.9%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4770074958
Coefficient of variation (CV)	1.432243841
Kurtosis	-0.01856533562
Mean	0.3330490816
Median Absolute Deviation (MAD)	0
Skewness	0.8446839549
Sum	134742
Variance	0.2275361511
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	270708	66.9%
1	133093	32.9%
2	707	0.2%
3	42	< 0.1%
4	11	< 0.1%
5	5	< 0.1%
9	1	< 0.1%
6	1	< 0.1%
10	1	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	270708	66.9%
1	133093	32.9%
2	707	0.2%
3	42	< 0.1%
4	11	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
6	1	< 0.1%

dst2src_syn_packets
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3436850392

Minimum	0
Maximum	6
Zeros	268137
Zeros (%)	66.3%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4893843385
Coefficient of variation (CV)	1.42393262
Kurtosis	-0.5344079971
Mean	0.3436850392
Median Absolute Deviation (MAD)	0
Skewness	0.8655549009
Sum	139045
Variance	0.2394970307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	268137	66.3%
1	134010	33.1%
2	2250	0.6%
3	166	< 0.1%
4	5	< 0.1%
6	2	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	268137	66.3%
1	134010	33.1%
2	2250	0.6%
3	166	< 0.1%
4	5	< 0.1%

Value	Count	Frequency (%)
6	2	< 0.1%
5	1	< 0.1%
4	5	< 0.1%
3	166	< 0.1%
2	2250	0.6%

dst2src_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

dst2src_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

dst2src_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

dst2src_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	1481
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.06179632

Minimum	0
Maximum	238241
Zeros	265099
Zeros (%)	65.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7
95-th percentile	43
Maximum	238241
Range	238241
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	507.774766
Coefficient of variation (CV)	29.76092062
Kurtosis	131358.118
Mean	17.06179632
Median Absolute Deviation (MAD)	0
Skewness	317.761118
Sum	6902708
Variance	257835.213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	265099	65.5%
3	15069	3.7%
2	7268	1.8%
9	6582	1.6%
7	6253	1.5%
16	6156	1.5%
11	5371	1.3%
10	5147	1.3%
12	5078	1.3%
13	4874	1.2%
Other values (1471)	77674	19.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	265099	65.5%
1	1461	0.4%
2	7268	1.8%
3	15069	3.7%
4	3150	0.8%

Value	Count	Frequency (%)
238241	1	< 0.1%
120378	1	< 0.1%
75240	1	< 0.1%
74533	2	< 0.1%
39095	1	< 0.1%

dst2src_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	592
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.847057748

Minimum	0
Maximum	34899
Zeros	290033
Zeros (%)	71.7%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	12
Maximum	34899
Range	34899
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	75.77053402
Coefficient of variation (CV)	19.69571007
Kurtosis	139051.937
Mean	3.847057748
Median Absolute Deviation (MAD)	0
Skewness	334.7878987
Sum	1556408
Variance	5741.173825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	290033	71.7%
2	20119	5.0%
3	16016	4.0%
4	14274	3.5%
1	13908	3.4%
5	9694	2.4%
6	6127	1.5%
7	3984	1.0%
8	3013	0.7%
9	2496	0.6%
Other values (582)	24907	6.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	290033	71.7%
1	13908	3.4%
2	20119	5.0%
3	16016	4.0%
4	14274	3.5%

Value	Count	Frequency (%)
34899	1	< 0.1%
24522	1	< 0.1%
8129	1	< 0.1%
7494	1	< 0.1%
5778	1	< 0.1%

dst2src_rst_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05079454533

Minimum	0
Maximum	46
Zeros	388555
Zeros (%)	96.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	46
Range	46
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3488127671
Coefficient of variation (CV)	6.867130414
Kurtosis	3831.724982
Mean	0.05079454533
Median Absolute Deviation (MAD)	0
Skewness	40.00271573
Sum	20550
Variance	0.1216703465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	388555	96.0%
1	13241	3.3%
2	1984	0.5%
3	544	0.1%
4	146	< 0.1%
5	34	< 0.1%
6	16	< 0.1%
9	6	< 0.1%
7	6	< 0.1%
17	4	< 0.1%
Other values (20)	35	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	388555	96.0%
1	13241	3.3%
2	1984	0.5%
3	544	0.1%
4	146	< 0.1%

Value	Count	Frequency (%)
46	1	< 0.1%
45	1	< 0.1%
44	1	< 0.1%
42	1	< 0.1%
36	1	< 0.1%

dst2src_fin_packets
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3431684426

Minimum	0
Maximum	8
Zeros	274830
Zeros (%)	67.9%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5450872118
Coefficient of variation (CV)	1.588395505
Kurtosis	12.90305525
Mean	0.3431684426
Median Absolute Deviation (MAD)	0
Skewness	2.177477503
Sum	138836
Variance	0.2971200685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	274830	67.9%
1	123849	30.6%
2	3859	1.0%
3	1382	0.3%
4	417	0.1%
5	116	< 0.1%
8	68	< 0.1%
7	31	< 0.1%
6	19	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	274830	67.9%
1	123849	30.6%
2	3859	1.0%
3	1382	0.3%
4	417	0.1%

Value	Count	Frequency (%)
8	68	< 0.1%
7	31	< 0.1%
6	19	< 0.1%
5	116	< 0.1%
4	417	0.1%

application_name
Text

Distinct	191
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	21
Median length	3
Mean length	5.708120454
Min length	3

Characters and Unicode

Total characters	2309340
Distinct characters	54
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	< 0.1%

Sample

1st row	ICMPV6
2nd row	ICMPV6
3rd row	ICMPV6
4th row	DHCP
5th row	DHCP

Value	Count	Frequency (%)
dns	166574	41.2%
http	58206	14.4%
tls	54586	13.5%
dns.google	35537	8.8%
dns.facebook	18999	4.7%
dns.amazonaws	16988	4.2%
tls.google	5075	1.3%
http.ocsp	4437	1.1%
dns.twitter	4088	1.0%
dns.googleservices	2901	0.7%
Other values (181)	37180	9.2%

Most occurring characters

Value	Count	Frequency (%)
S	364394	15.8%
D	262332	11.4%
N	261585	11.3%
T	219155	9.5%
o	178604	7.7%
.	120600	5.2%
e	96256	4.2%
P	77210	3.3%
L	73040	3.2%
H	68319	3.0%
Other values (44)	587845	25.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1488736	64.5%
Lowercase Letter	698420	30.2%
Other Punctuation	120600	5.2%
Decimal Number	1132	< 0.1%
Open Punctuation	158	< 0.1%
Close Punctuation	158	< 0.1%
Connector Punctuation	136	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	178604	25.6%
e	96256	13.8%
l	52560	7.5%
a	52518	7.5%
g	48631	7.0%
n	31680	4.5%
c	28532	4.1%
b	25763	3.7%
t	25528	3.7%
m	24148	3.5%
Other values (14)	134200	19.2%

Uppercase Letter

Value	Count	Frequency (%)
S	364394	24.5%
D	262332	17.6%
N	261585	17.6%
T	219155	14.7%
P	77210	5.2%
L	73040	4.9%
H	68319	4.6%
G	48325	3.2%
A	43756	2.9%
F	20284	1.4%
Other values (12)	50336	3.4%

Decimal Number

Value	Count	Frequency (%)
6	626	55.3%
3	247	21.8%
5	247	21.8%
1	12	1.1%

Other Punctuation

Value	Count	Frequency (%)
.	120600	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	158	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	158	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	136	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2187156	94.7%
Common	122184	5.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	364394	16.7%
D	262332	12.0%
N	261585	12.0%
T	219155	10.0%
o	178604	8.2%
e	96256	4.4%
P	77210	3.5%
L	73040	3.3%
H	68319	3.1%
l	52560	2.4%
Other values (36)	533701	24.4%

Common

Value	Count	Frequency (%)
.	120600	98.7%
6	626	0.5%
3	247	0.2%
5	247	0.2%
(	158	0.1%
)	158	0.1%
_	136	0.1%
1	12	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2309340	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	364394	15.8%
D	262332	11.4%
N	261585	11.3%
T	219155	9.5%
o	178604	7.7%
.	120600	5.2%
e	96256	4.2%
P	77210	3.3%
L	73040	3.2%
H	68319	3.0%
Other values (44)	587845	25.5%

application_category_name
Text

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	13
Median length	7
Mean length	6.174955694
Min length	3

Characters and Unicode

Total characters	2498208
Distinct characters	36
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Network
2nd row	Network
3rd row	Network
4th row	Network
5th row	Network

Value	Count	Frequency (%)
network	265689	65.7%
web	109800	27.1%
advertisement	14135	3.5%
socialnetwork	4319	1.1%
cloud	2977	0.7%
download	2614	0.6%
media	2037	0.5%
system	984	0.2%
conncheck	333	0.1%
unspecified	318	0.1%
Other values (12)	1365	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	427021	17.1%
t	300083	12.0%
r	284829	11.4%
o	283658	11.4%
w	272622	10.9%
k	270341	10.8%
N	270025	10.8%
b	110100	4.4%
W	109800	4.4%
d	22193	0.9%
Other values (26)	147536	5.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2088819	83.6%
Uppercase Letter	409389	16.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	427021	20.4%
t	300083	14.4%
r	284829	13.6%
o	283658	13.6%
w	272622	13.1%
k	270341	12.9%
b	110100	5.3%
d	22193	1.1%
i	22192	1.1%
n	18214	0.9%
Other values (12)	77566	3.7%

Uppercase Letter

Value	Count	Frequency (%)
N	270025	66.0%
W	109800	26.8%
A	14141	3.5%
S	5784	1.4%
C	4155	1.0%
D	2614	0.6%
M	2201	0.5%
U	318	0.1%
V	192	< 0.1%
P	80	< 0.1%
Other values (4)	79	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2498208	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	427021	17.1%
t	300083	12.0%
r	284829	11.4%
o	283658	11.4%
w	272622	10.9%
k	270341	10.8%
N	270025	10.8%
b	110100	4.4%
W	109800	4.4%
d	22193	0.9%
Other values (26)	147536	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2498208	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	427021	17.1%
t	300083	12.0%
r	284829	11.4%
o	283658	11.4%
w	272622	10.9%
k	270341	10.8%
N	270025	10.8%
b	110100	4.4%
W	109800	4.4%
d	22193	0.9%
Other values (26)	147536	5.9%

application_is_guessed
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06026877853

Minimum	0
Maximum	1
Zeros	380188
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2379844383
Coefficient of variation (CV)	3.948718459
Kurtosis	11.65663188
Mean	0.06026877853
Median Absolute Deviation (MAD)	0
Skewness	3.695480246
Sum	24383
Variance	0.05663659286
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	380188	94.0%
1	24383	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	380188	94.0%
1	24383	6.0%

Value	Count	Frequency (%)
1	24383	6.0%
0	380188	94.0%

application_confidence
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.695415638

Minimum	0
Maximum	6
Zeros	318
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	6
Q3	6
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.196435874
Coefficient of variation (CV)	0.2100699844
Kurtosis	11.58279656
Mean	5.695415638
Median Absolute Deviation (MAD)	0
Skewness	-3.68230304
Sum	2304200
Variance	1.431458802
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
6	379843	93.9%
1	24171	6.0%
0	318	0.1%
4	200	< 0.1%
5	27	< 0.1%
3	12	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	318	0.1%
1	24171	6.0%
3	12	< 0.1%
4	200	< 0.1%
5	27	< 0.1%

Value	Count	Frequency (%)
6	379843	93.9%
5	27	< 0.1%
4	200	< 0.1%
3	12	< 0.1%
1	24171	6.0%

requested_server_name
Text

Distinct	16191
Distinct (%)	4.3%
Missing	29634
Missing (%)	7.3%
Memory size	3.1 MiB

Length

Max length	79
Median length	70
Mean length	20.39620256
Min length	3

Characters and Unicode

Total characters	7647291
Distinct characters	40
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	917 ?
Unique (%)	0.2%

Sample

1st row	tiny71
2nd row	tiny71
3rd row	wpad.lan
4th row	wpad
5th row	wpad

Value	Count	Frequency (%)
www.facebook.com	4476	1.2%
e8218.dscb1.akamaiedge.net	4183	1.1%
star-mini.c10r.facebook.com	4065	1.1%
email.seznam.cz	3939	1.1%
www.google.com	2816	0.8%
detectportal.firefox.com	2727	0.7%
scontent.xx.fbcdn.net	2431	0.6%
d2tpbry8f62bv9.cloudfront.net	2336	0.6%
ib.adnxs.com	2062	0.5%
www.google-analytics.com	1992	0.5%
Other values (16179)	343910	91.7%

Most occurring characters

Value	Count	Frequency (%)
.	873244	11.4%
o	612188	8.0%
e	584397	7.6%
c	574778	7.5%
a	505589	6.6%
t	433510	5.7%
m	413162	5.4%
s	375624	4.9%
n	352190	4.6%
i	305507	4.0%
Other values (30)	2617102	34.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6275986	82.1%
Other Punctuation	874095	11.4%
Decimal Number	382967	5.0%
Dash Punctuation	114156	1.5%
Connector Punctuation	87	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	612188	9.8%
e	584397	9.3%
c	574778	9.2%
a	505589	8.1%
t	433510	6.9%
m	413162	6.6%
s	375624	6.0%
n	352190	5.6%
i	305507	4.9%
d	283540	4.5%
Other values (16)	1835501	29.2%

Decimal Number

Value	Count	Frequency (%)
1	85528	22.3%
2	55021	14.4%
0	43849	11.4%
8	33029	8.6%
3	33000	8.6%
5	28013	7.3%
7	26707	7.0%
6	26213	6.8%
9	25974	6.8%
4	25633	6.7%

Other Punctuation

Value	Count	Frequency (%)
.	873244	99.9%
:	851	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	114156	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	87	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6275986	82.1%
Common	1371305	17.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	612188	9.8%
e	584397	9.3%
c	574778	9.2%
a	505589	8.1%
t	433510	6.9%
m	413162	6.6%
s	375624	6.0%
n	352190	5.6%
i	305507	4.9%
d	283540	4.5%
Other values (16)	1835501	29.2%

Common

Value	Count	Frequency (%)
.	873244	63.7%
-	114156	8.3%
1	85528	6.2%
2	55021	4.0%
0	43849	3.2%
8	33029	2.4%
3	33000	2.4%
5	28013	2.0%
7	26707	1.9%
6	26213	1.9%
Other values (4)	52545	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7647291	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	873244	11.4%
o	612188	8.0%
e	584397	7.6%
c	574778	7.5%
a	505589	6.6%
t	433510	5.7%
m	413162	5.4%
s	375624	4.9%
n	352190	4.6%
i	305507	4.0%
Other values (30)	2617102	34.2%

client_fingerprint
Text

Distinct	15
Distinct (%)	< 0.1%
Missing	334965
Missing (%)	82.8%
Memory size	3.1 MiB

Length

Max length	47
Median length	32
Mean length	32.00316065
Min length	23

Characters and Unicode

Total characters	2227612
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	1,15,3,6,44,46,47,31,33,121,249,43
2nd row	1,15,3,6,44,46,47,31,33,121,249,43,252
3rd row	0ffee3ba8e615ad22535e7f771690a28
4th row	0ffee3ba8e615ad22535e7f771690a28
5th row	0ffee3ba8e615ad22535e7f771690a28

Value	Count	Frequency (%)
0ffee3ba8e615ad22535e7f771690a28	34834	50.0%
1a5fe5677b0e4fbbc854e8908225637d	12597	18.1%
07b4162d4db57554961824a21c4a0fde	10070	14.5%
dda6c525431b3259dac349220160cdcb	7626	11.0%
61d0d709fe7ac199ef4b2c52bc8cef75	3038	4.4%
6b87ab76e189e2222a12ff9d643060cd	1164	1.7%
c5ec106b91c503167f57054ca38da945	170	0.2%
d7150af4514b868defb854db0f62a441	32	< 0.1%
9a35e493f961ac377f948690b5334a9c	26	< 0.1%
1,15,3,6,44,46,47,31,33,121,249,43,252	12	< 0.1%
Other values (5)	37	0.1%

Most occurring characters

Value	Count	Frequency (%)
5	215132	9.7%
2	202493	9.1%
e	198871	8.9%
7	174387	7.8%
a	158351	7.1%
f	151614	6.8%
0	139278	6.3%
6	138525	6.2%
1	137026	6.2%
8	123206	5.5%
Other values (7)	588729	26.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1417525	63.6%
Lowercase Letter	809679	36.3%
Other Punctuation	408	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	215132	15.2%
2	202493	14.3%
7	174387	12.3%
0	139278	9.8%
6	138525	9.8%
1	137026	9.7%
8	123206	8.7%
3	106922	7.5%
4	95795	6.8%
9	84761	6.0%

Lowercase Letter

Value	Count	Frequency (%)
e	198871	24.6%
a	158351	19.6%
f	151614	18.7%
d	116843	14.4%
b	116741	14.4%
c	67259	8.3%

Other Punctuation

Value	Count	Frequency (%)
,	408	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1417933	63.7%
Latin	809679	36.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	215132	15.2%
2	202493	14.3%
7	174387	12.3%
0	139278	9.8%
6	138525	9.8%
1	137026	9.7%
8	123206	8.7%
3	106922	7.5%
4	95795	6.8%
9	84761	6.0%

Latin

Value	Count	Frequency (%)
e	198871	24.6%
a	158351	19.6%
f	151614	18.7%
d	116843	14.4%
b	116741	14.4%
c	67259	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2227612	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	215132	9.7%
2	202493	9.1%
e	198871	8.9%
7	174387	7.8%
a	158351	7.1%
f	151614	6.8%
0	139278	6.3%
6	138525	6.2%
1	137026	6.2%
8	123206	5.5%
Other values (7)	588729	26.4%

server_fingerprint
Text

Distinct	255
Distinct (%)	0.4%
Missing	335220
Missing (%)	82.9%
Memory size	3.1 MiB

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	2219232
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	< 0.1%

Sample

1st row	84480cf8cf0e732666092640e581e1a5
2nd row	84480cf8cf0e732666092640e581e1a5
3rd row	4fd467dd264720762ffe286277c00f57
4th row	76cc3e2d3028143b23ec18e27dbd7ca9
5th row	4fd467dd264720762ffe286277c00f57

Value	Count	Frequency (%)
303951d4c50efb2e991652225a6f02b1	8927	12.9%
76cc3e2d3028143b23ec18e27dbd7ca9	5039	7.3%
2b33c1374db4ddf06942f92373c0b54b	3140	4.5%
fbe78c619e7ea20046131294ad087f05	2806	4.0%
410b9bedaf65dd26c6fe547154d60db4	2658	3.8%
7bee5c1d424b7e5f943b06983bb11422	2353	3.4%
d199ba0af2b08e204c73d6d81a1fd260	2201	3.2%
8d2a028aa94425f76ced7826b1f39039	2177	3.1%
ab41313cfec25328b20865eb1388e0a2	2095	3.0%
b898351eb5e266aefd3723d466935494	1993	2.9%
Other values (245)	35962	51.9%

Most occurring characters

Value	Count	Frequency (%)
2	187887	8.5%
1	163651	7.4%
3	149316	6.7%
b	148890	6.7%
5	147093	6.6%
0	144586	6.5%
e	142861	6.4%
d	142080	6.4%
9	141158	6.4%
4	132985	6.0%
Other values (6)	718725	32.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1426946	64.3%
Lowercase Letter	792286	35.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	187887	13.2%
1	163651	11.5%
3	149316	10.5%
5	147093	10.3%
0	144586	10.1%
9	141158	9.9%
4	132985	9.3%
6	129301	9.1%
7	118750	8.3%
8	112219	7.9%

Lowercase Letter

Value	Count	Frequency (%)
b	148890	18.8%
e	142861	18.0%
d	142080	17.9%
f	124957	15.8%
c	120656	15.2%
a	112842	14.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	1426946	64.3%
Latin	792286	35.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	187887	13.2%
1	163651	11.5%
3	149316	10.5%
5	147093	10.3%
0	144586	10.1%
9	141158	9.9%
4	132985	9.3%
6	129301	9.1%
7	118750	8.3%
8	112219	7.9%

Latin

Value	Count	Frequency (%)
b	148890	18.8%
e	142861	18.0%
d	142080	17.9%
f	124957	15.8%
c	120656	15.2%
a	112842	14.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2219232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	187887	8.5%
1	163651	7.4%
3	149316	6.7%
b	148890	6.7%
5	147093	6.6%
0	144586	6.5%
e	142861	6.4%
d	142080	6.4%
9	141158	6.4%
4	132985	6.0%
Other values (6)	718725	32.4%

user_agent
Text

Distinct	11
Distinct (%)	< 0.1%
Missing	360975
Missing (%)	89.2%
Memory size	3.1 MiB

Length

Max length	151
Median length	85
Mean length	75.08553537
Min length	6

Characters and Unicode

Total characters	3273429
Distinct characters	60
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Microsoft NCSI
2nd row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0
3rd row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0
4th row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0
5th row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0

Value	Count	Frequency (%)
mozilla/5.0	43569	13.3%
gecko/20100101	43559	13.3%
linux	22031	6.7%
x11	22031	6.7%
x86_64	22021	6.7%
rv:43.0	22016	6.7%
firefox/43.0	22016	6.7%
iceweasel/43.0.4	22016	6.7%
windows	21540	6.6%
nt	21540	6.6%
Other values (38)	64777	19.8%

Most occurring characters

Value	Count	Frequency (%)
0	326982	10.0%
	283520	8.7%
.	196351	6.0%
1	196305	6.0%
e	153244	4.7%
/	152748	4.7%
o	152293	4.7%
i	130764	4.0%
4	110109	3.4%
l	109187	3.3%
Other values (50)	1461926	44.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1200216	36.7%
Decimal Number	960566	29.3%
Other Punctuation	458274	14.0%
Space Separator	283520	8.7%
Uppercase Letter	261664	8.0%
Close Punctuation	43581	1.3%
Open Punctuation	43581	1.3%
Connector Punctuation	22021	0.7%
Dash Punctuation	6	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	153244	12.8%
o	152293	12.7%
i	130764	10.9%
l	109187	9.1%
x	87611	7.3%
r	87167	7.3%
a	65619	5.5%
c	65616	5.5%
f	43586	3.6%
s	43580	3.6%
Other values (13)	261549	21.8%

Uppercase Letter

Value	Count	Frequency (%)
M	43608	16.7%
G	43569	16.7%
F	43560	16.6%
L	22049	8.4%
I	22040	8.4%
X	22031	8.4%
T	21558	8.2%
N	21557	8.2%
W	21550	8.2%
C	41	< 0.1%
Other values (7)	101	< 0.1%

Decimal Number

Value	Count	Frequency (%)
0	326982	34.0%
1	196305	20.4%
4	110109	11.5%
3	107212	11.2%
5	86679	9.0%
6	65650	6.8%
2	45564	4.7%
8	22031	2.3%
7	30	< 0.1%
9	4	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	196351	42.8%
/	152748	33.3%
;	65606	14.3%
:	43559	9.5%
,	10	< 0.1%

Space Separator

Value	Count	Frequency (%)
	283520	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	43581	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	43581	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	22021	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1811549	55.3%
Latin	1461880	44.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	153244	10.5%
o	152293	10.4%
i	130764	8.9%
l	109187	7.5%
x	87611	6.0%
r	87167	6.0%
a	65619	4.5%
c	65616	4.5%
M	43608	3.0%
f	43586	3.0%
Other values (30)	523185	35.8%

Common

Value	Count	Frequency (%)
0	326982	18.0%
	283520	15.7%
.	196351	10.8%
1	196305	10.8%
/	152748	8.4%
4	110109	6.1%
3	107212	5.9%
5	86679	4.8%
6	65650	3.6%
;	65606	3.6%
Other values (10)	220387	12.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3273429	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	326982	10.0%
	283520	8.7%
.	196351	6.0%
1	196305	6.0%
e	153244	4.7%
/	152748	4.7%
o	152293	4.7%
i	130764	4.0%
4	110109	3.4%
l	109187	3.3%
Other values (50)	1461926	44.7%

content_type
Text

Distinct	75
Distinct (%)	0.2%
Missing	364804
Missing (%)	90.2%
Memory size	3.1 MiB

Length

Max length	33
Median length	26
Mean length	14.62111801
Min length	1

Characters and Unicode

Total characters	581438
Distinct characters	50
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	< 0.1%

Sample

1st row	text/plain
2nd row	text/plain
3rd row	application/ocsp-response
4th row	application/ocsp-response
5th row	application/ocsp-response

Value	Count	Frequency (%)
image/gif	5871	14.8%
text/html	5709	14.4%
application/ocsp-response	4398	11.1%
application/javascript	4358	11.0%
image/jpeg	4081	10.3%
text/javascript	3809	9.6%
application/x-javascript	3084	7.8%
text/css	2152	5.4%
application/json	2030	5.1%
image/png	1579	4.0%
Other values (56)	2608	6.6%

Most occurring characters

Value	Count	Frequency (%)
a	64795	11.1%
i	59296	10.2%
t	58765	10.1%
p	55956	9.6%
/	39681	6.8%
e	38177	6.6%
c	32714	5.6%
s	31304	5.4%
o	27214	4.7%
n	24632	4.2%
Other values (40)	148904	25.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	532406	91.6%
Other Punctuation	39848	6.9%
Dash Punctuation	8337	1.4%
Decimal Number	444	0.1%
Math Symbol	160	< 0.1%
Uppercase Letter	149	< 0.1%
Space Separator	94	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	64795	12.2%
i	59296	11.1%
t	58765	11.0%
p	55956	10.5%
e	38177	7.2%
c	32714	6.1%
s	31304	5.9%
o	27214	5.1%
n	24632	4.6%
g	23526	4.4%
Other values (15)	116027	21.8%

Uppercase Letter

Value	Count	Frequency (%)
P	25	16.8%
G	23	15.4%
J	21	14.1%
E	21	14.1%
T	14	9.4%
M	10	6.7%
L	10	6.7%
H	7	4.7%
U	6	4.0%
F	4	2.7%
Other values (4)	8	5.4%

Other Punctuation

Value	Count	Frequency (%)
/	39681	99.6%
.	151	0.4%
*	11	< 0.1%
,	5	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	416	93.7%
4	25	5.6%
8	3	0.7%

Math Symbol

Value	Count	Frequency (%)
+	157	98.1%
=	3	1.9%

Dash Punctuation

Value	Count	Frequency (%)
-	8337	100.0%

Space Separator

Value	Count	Frequency (%)
	94	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	532555	91.6%
Common	48883	8.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	64795	12.2%
i	59296	11.1%
t	58765	11.0%
p	55956	10.5%
e	38177	7.2%
c	32714	6.1%
s	31304	5.9%
o	27214	5.1%
n	24632	4.6%
g	23526	4.4%
Other values (29)	116176	21.8%

Common

Value	Count	Frequency (%)
/	39681	81.2%
-	8337	17.1%
2	416	0.9%
+	157	0.3%
.	151	0.3%
	94	0.2%
4	25	0.1%
*	11	< 0.1%
,	5	< 0.1%
=	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	581438	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	64795	11.1%
i	59296	10.2%
t	58765	10.1%
p	55956	9.6%
/	39681	6.8%
e	38177	6.6%
c	32714	5.6%
s	31304	5.4%
o	27214	4.7%
n	24632	4.2%
Other values (40)	148904	25.6%

label
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	404571
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	404571	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	100.0%

Value	Count	Frequency (%)
0	404571	100.0%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII